Datasets:
Tasks:
Object Detection
Formats:
text
Languages:
English
Size:
1K - 10K
Tags:
neu-det
steel-surface-defect
hot-rolled-steel
industrial-inspection
object-detection
pascal-voc
DOI:
License:
NEU-DET-corrected: 1799 images + 1799 VOC annotations + YOLO (1 duplicate image and 3 duplicate boxes removed, dual format, seeded 80/10/10 split)
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- ImageSets/test.txt +180 -0
- ImageSets/train.txt +1439 -0
- ImageSets/val.txt +180 -0
- LICENSE +69 -0
- README.md +318 -0
- annotations/crazing_1.xml +13 -0
- annotations/crazing_10.xml +13 -0
- annotations/crazing_100.xml +13 -0
- annotations/crazing_101.xml +13 -0
- annotations/crazing_102.xml +13 -0
- annotations/crazing_103.xml +13 -0
- annotations/crazing_104.xml +13 -0
- annotations/crazing_105.xml +13 -0
- annotations/crazing_106.xml +13 -0
- annotations/crazing_107.xml +13 -0
- annotations/crazing_108.xml +13 -0
- annotations/crazing_109.xml +13 -0
- annotations/crazing_11.xml +13 -0
- annotations/crazing_110.xml +13 -0
- annotations/crazing_111.xml +13 -0
- annotations/crazing_112.xml +13 -0
- annotations/crazing_113.xml +13 -0
- annotations/crazing_114.xml +13 -0
- annotations/crazing_115.xml +13 -0
- annotations/crazing_116.xml +13 -0
- annotations/crazing_117.xml +13 -0
- annotations/crazing_118.xml +13 -0
- annotations/crazing_119.xml +13 -0
- annotations/crazing_12.xml +13 -0
- annotations/crazing_120.xml +13 -0
- annotations/crazing_121.xml +13 -0
- annotations/crazing_122.xml +13 -0
- annotations/crazing_123.xml +13 -0
- annotations/crazing_124.xml +13 -0
- annotations/crazing_125.xml +13 -0
- annotations/crazing_126.xml +13 -0
- annotations/crazing_127.xml +13 -0
- annotations/crazing_128.xml +13 -0
- annotations/crazing_129.xml +13 -0
- annotations/crazing_13.xml +13 -0
- annotations/crazing_130.xml +13 -0
- annotations/crazing_131.xml +13 -0
- annotations/crazing_132.xml +13 -0
- annotations/crazing_133.xml +13 -0
- annotations/crazing_134.xml +13 -0
- annotations/crazing_135.xml +13 -0
- annotations/crazing_136.xml +13 -0
- annotations/crazing_137.xml +13 -0
- annotations/crazing_138.xml +13 -0
- annotations/crazing_139.xml +13 -0
ImageSets/test.txt
ADDED
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@@ -0,0 +1,180 @@
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| 1 |
+
crazing_101
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| 2 |
+
crazing_11
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| 3 |
+
crazing_110
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| 4 |
+
crazing_112
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| 5 |
+
crazing_113
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| 6 |
+
crazing_139
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| 7 |
+
crazing_141
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| 8 |
+
crazing_146
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| 9 |
+
crazing_150
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| 10 |
+
crazing_163
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| 11 |
+
crazing_170
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| 12 |
+
crazing_172
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| 13 |
+
crazing_190
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| 14 |
+
crazing_199
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| 15 |
+
crazing_2
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| 16 |
+
crazing_20
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| 17 |
+
crazing_201
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| 18 |
+
crazing_206
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| 19 |
+
crazing_211
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| 20 |
+
crazing_225
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| 21 |
+
crazing_227
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| 22 |
+
crazing_256
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| 23 |
+
crazing_292
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| 24 |
+
crazing_294
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| 25 |
+
crazing_35
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| 26 |
+
crazing_61
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| 27 |
+
crazing_79
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| 28 |
+
crazing_80
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| 29 |
+
crazing_90
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| 30 |
+
crazing_92
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| 31 |
+
inclusion_117
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| 32 |
+
inclusion_121
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| 33 |
+
inclusion_125
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| 34 |
+
inclusion_127
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| 35 |
+
inclusion_13
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| 36 |
+
inclusion_130
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| 37 |
+
inclusion_136
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| 38 |
+
inclusion_154
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| 39 |
+
inclusion_170
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| 40 |
+
inclusion_171
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| 41 |
+
inclusion_185
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| 42 |
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inclusion_187
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| 43 |
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inclusion_2
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| 44 |
+
inclusion_207
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| 45 |
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inclusion_212
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| 46 |
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inclusion_235
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| 47 |
+
inclusion_243
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| 48 |
+
inclusion_285
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| 49 |
+
inclusion_292
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| 50 |
+
inclusion_49
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| 51 |
+
inclusion_53
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| 52 |
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inclusion_60
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| 53 |
+
inclusion_63
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| 54 |
+
inclusion_7
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| 55 |
+
inclusion_73
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| 56 |
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inclusion_79
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| 57 |
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inclusion_82
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| 58 |
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inclusion_85
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| 59 |
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inclusion_9
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| 60 |
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inclusion_93
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| 61 |
+
patches_135
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| 62 |
+
patches_137
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| 63 |
+
patches_163
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+
patches_17
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patches_173
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patches_206
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patches_208
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patches_21
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patches_213
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patches_219
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patches_225
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patches_226
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patches_227
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patches_231
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patches_246
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patches_247
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patches_254
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patches_297
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patches_32
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patches_33
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patches_35
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patches_37
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patches_43
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| 84 |
+
patches_49
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| 85 |
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patches_53
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| 86 |
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patches_62
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| 87 |
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patches_7
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| 88 |
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patches_74
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| 89 |
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patches_82
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| 90 |
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patches_88
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| 91 |
+
pitted_surface_123
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| 92 |
+
pitted_surface_126
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| 93 |
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pitted_surface_129
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pitted_surface_132
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| 95 |
+
pitted_surface_136
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| 96 |
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pitted_surface_138
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| 97 |
+
pitted_surface_144
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| 98 |
+
pitted_surface_153
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| 99 |
+
pitted_surface_168
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| 100 |
+
pitted_surface_169
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| 101 |
+
pitted_surface_171
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| 102 |
+
pitted_surface_195
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| 103 |
+
pitted_surface_197
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| 104 |
+
pitted_surface_202
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| 105 |
+
pitted_surface_213
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| 106 |
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pitted_surface_220
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| 107 |
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pitted_surface_236
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| 108 |
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pitted_surface_239
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| 109 |
+
pitted_surface_24
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| 110 |
+
pitted_surface_274
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| 111 |
+
pitted_surface_284
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| 112 |
+
pitted_surface_291
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| 113 |
+
pitted_surface_297
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| 114 |
+
pitted_surface_32
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| 115 |
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pitted_surface_36
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| 116 |
+
pitted_surface_55
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| 117 |
+
pitted_surface_7
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| 118 |
+
pitted_surface_86
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| 119 |
+
pitted_surface_89
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| 120 |
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pitted_surface_95
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| 121 |
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rolled-in_scale_102
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| 122 |
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rolled-in_scale_132
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| 123 |
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rolled-in_scale_135
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| 124 |
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rolled-in_scale_148
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| 125 |
+
rolled-in_scale_165
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| 126 |
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rolled-in_scale_171
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| 127 |
+
rolled-in_scale_178
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| 128 |
+
rolled-in_scale_18
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| 129 |
+
rolled-in_scale_190
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| 130 |
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rolled-in_scale_205
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| 131 |
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rolled-in_scale_208
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| 132 |
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rolled-in_scale_21
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| 133 |
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rolled-in_scale_214
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| 134 |
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rolled-in_scale_216
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| 135 |
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rolled-in_scale_231
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| 136 |
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rolled-in_scale_237
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| 137 |
+
rolled-in_scale_238
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| 138 |
+
rolled-in_scale_258
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| 139 |
+
rolled-in_scale_275
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| 140 |
+
rolled-in_scale_276
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| 141 |
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rolled-in_scale_295
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| 142 |
+
rolled-in_scale_32
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| 143 |
+
rolled-in_scale_39
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| 144 |
+
rolled-in_scale_40
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| 145 |
+
rolled-in_scale_41
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| 146 |
+
rolled-in_scale_43
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| 147 |
+
rolled-in_scale_51
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| 148 |
+
rolled-in_scale_58
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| 149 |
+
rolled-in_scale_80
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| 150 |
+
rolled-in_scale_90
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| 151 |
+
scratches_122
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| 152 |
+
scratches_126
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| 153 |
+
scratches_13
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| 154 |
+
scratches_138
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| 155 |
+
scratches_140
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| 156 |
+
scratches_141
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| 157 |
+
scratches_143
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| 158 |
+
scratches_147
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| 159 |
+
scratches_149
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| 160 |
+
scratches_155
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| 161 |
+
scratches_159
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| 162 |
+
scratches_170
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| 163 |
+
scratches_197
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| 164 |
+
scratches_201
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| 165 |
+
scratches_231
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| 166 |
+
scratches_242
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| 167 |
+
scratches_250
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| 168 |
+
scratches_260
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| 169 |
+
scratches_261
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| 170 |
+
scratches_262
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| 171 |
+
scratches_269
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| 172 |
+
scratches_270
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| 173 |
+
scratches_289
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| 174 |
+
scratches_294
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| 175 |
+
scratches_299
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| 176 |
+
scratches_50
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| 177 |
+
scratches_62
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| 178 |
+
scratches_85
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| 179 |
+
scratches_88
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| 180 |
+
scratches_9
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ImageSets/train.txt
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|
| 1 |
+
crazing_1
|
| 2 |
+
crazing_10
|
| 3 |
+
crazing_100
|
| 4 |
+
crazing_102
|
| 5 |
+
crazing_103
|
| 6 |
+
crazing_104
|
| 7 |
+
crazing_105
|
| 8 |
+
crazing_106
|
| 9 |
+
crazing_107
|
| 10 |
+
crazing_108
|
| 11 |
+
crazing_111
|
| 12 |
+
crazing_115
|
| 13 |
+
crazing_116
|
| 14 |
+
crazing_118
|
| 15 |
+
crazing_12
|
| 16 |
+
crazing_120
|
| 17 |
+
crazing_122
|
| 18 |
+
crazing_123
|
| 19 |
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crazing_124
|
| 20 |
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crazing_125
|
| 21 |
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crazing_126
|
| 22 |
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crazing_127
|
| 23 |
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crazing_128
|
| 24 |
+
crazing_129
|
| 25 |
+
crazing_13
|
| 26 |
+
crazing_130
|
| 27 |
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crazing_131
|
| 28 |
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crazing_132
|
| 29 |
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crazing_133
|
| 30 |
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crazing_134
|
| 31 |
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crazing_136
|
| 32 |
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crazing_137
|
| 33 |
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crazing_138
|
| 34 |
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crazing_14
|
| 35 |
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crazing_140
|
| 36 |
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crazing_142
|
| 37 |
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crazing_144
|
| 38 |
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crazing_145
|
| 39 |
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crazing_147
|
| 40 |
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crazing_148
|
| 41 |
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crazing_149
|
| 42 |
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crazing_15
|
| 43 |
+
crazing_153
|
| 44 |
+
crazing_154
|
| 45 |
+
crazing_155
|
| 46 |
+
crazing_157
|
| 47 |
+
crazing_158
|
| 48 |
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crazing_159
|
| 49 |
+
crazing_16
|
| 50 |
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crazing_160
|
| 51 |
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crazing_161
|
| 52 |
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crazing_162
|
| 53 |
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crazing_164
|
| 54 |
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crazing_165
|
| 55 |
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crazing_167
|
| 56 |
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crazing_168
|
| 57 |
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crazing_169
|
| 58 |
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crazing_17
|
| 59 |
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crazing_171
|
| 60 |
+
crazing_173
|
| 61 |
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crazing_174
|
| 62 |
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crazing_175
|
| 63 |
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crazing_176
|
| 64 |
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crazing_177
|
| 65 |
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crazing_178
|
| 66 |
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crazing_179
|
| 67 |
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crazing_18
|
| 68 |
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crazing_180
|
| 69 |
+
crazing_181
|
| 70 |
+
crazing_182
|
| 71 |
+
crazing_183
|
| 72 |
+
crazing_184
|
| 73 |
+
crazing_185
|
| 74 |
+
crazing_186
|
| 75 |
+
crazing_188
|
| 76 |
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crazing_189
|
| 77 |
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crazing_19
|
| 78 |
+
crazing_191
|
| 79 |
+
crazing_192
|
| 80 |
+
crazing_193
|
| 81 |
+
crazing_194
|
| 82 |
+
crazing_195
|
| 83 |
+
crazing_196
|
| 84 |
+
crazing_197
|
| 85 |
+
crazing_198
|
| 86 |
+
crazing_200
|
| 87 |
+
crazing_202
|
| 88 |
+
crazing_203
|
| 89 |
+
crazing_204
|
| 90 |
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crazing_205
|
| 91 |
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crazing_207
|
| 92 |
+
crazing_208
|
| 93 |
+
crazing_209
|
| 94 |
+
crazing_21
|
| 95 |
+
crazing_210
|
| 96 |
+
crazing_212
|
| 97 |
+
crazing_213
|
| 98 |
+
crazing_214
|
| 99 |
+
crazing_215
|
| 100 |
+
crazing_216
|
| 101 |
+
crazing_217
|
| 102 |
+
crazing_218
|
| 103 |
+
crazing_219
|
| 104 |
+
crazing_22
|
| 105 |
+
crazing_221
|
| 106 |
+
crazing_222
|
| 107 |
+
crazing_223
|
| 108 |
+
crazing_224
|
| 109 |
+
crazing_226
|
| 110 |
+
crazing_228
|
| 111 |
+
crazing_229
|
| 112 |
+
crazing_23
|
| 113 |
+
crazing_230
|
| 114 |
+
crazing_232
|
| 115 |
+
crazing_233
|
| 116 |
+
crazing_235
|
| 117 |
+
crazing_236
|
| 118 |
+
crazing_237
|
| 119 |
+
crazing_238
|
| 120 |
+
crazing_239
|
| 121 |
+
crazing_24
|
| 122 |
+
crazing_240
|
| 123 |
+
crazing_241
|
| 124 |
+
crazing_242
|
| 125 |
+
crazing_243
|
| 126 |
+
crazing_244
|
| 127 |
+
crazing_245
|
| 128 |
+
crazing_246
|
| 129 |
+
crazing_247
|
| 130 |
+
crazing_248
|
| 131 |
+
crazing_249
|
| 132 |
+
crazing_25
|
| 133 |
+
crazing_250
|
| 134 |
+
crazing_252
|
| 135 |
+
crazing_253
|
| 136 |
+
crazing_255
|
| 137 |
+
crazing_257
|
| 138 |
+
crazing_259
|
| 139 |
+
crazing_26
|
| 140 |
+
crazing_260
|
| 141 |
+
crazing_262
|
| 142 |
+
crazing_263
|
| 143 |
+
crazing_265
|
| 144 |
+
crazing_267
|
| 145 |
+
crazing_268
|
| 146 |
+
crazing_269
|
| 147 |
+
crazing_27
|
| 148 |
+
crazing_270
|
| 149 |
+
crazing_271
|
| 150 |
+
crazing_272
|
| 151 |
+
crazing_275
|
| 152 |
+
crazing_276
|
| 153 |
+
crazing_278
|
| 154 |
+
crazing_279
|
| 155 |
+
crazing_28
|
| 156 |
+
crazing_280
|
| 157 |
+
crazing_281
|
| 158 |
+
crazing_282
|
| 159 |
+
crazing_283
|
| 160 |
+
crazing_284
|
| 161 |
+
crazing_285
|
| 162 |
+
crazing_286
|
| 163 |
+
crazing_287
|
| 164 |
+
crazing_288
|
| 165 |
+
crazing_289
|
| 166 |
+
crazing_29
|
| 167 |
+
crazing_290
|
| 168 |
+
crazing_291
|
| 169 |
+
crazing_293
|
| 170 |
+
crazing_295
|
| 171 |
+
crazing_297
|
| 172 |
+
crazing_298
|
| 173 |
+
crazing_3
|
| 174 |
+
crazing_30
|
| 175 |
+
crazing_300
|
| 176 |
+
crazing_31
|
| 177 |
+
crazing_32
|
| 178 |
+
crazing_33
|
| 179 |
+
crazing_34
|
| 180 |
+
crazing_36
|
| 181 |
+
crazing_37
|
| 182 |
+
crazing_38
|
| 183 |
+
crazing_39
|
| 184 |
+
crazing_4
|
| 185 |
+
crazing_41
|
| 186 |
+
crazing_42
|
| 187 |
+
crazing_43
|
| 188 |
+
crazing_44
|
| 189 |
+
crazing_45
|
| 190 |
+
crazing_46
|
| 191 |
+
crazing_47
|
| 192 |
+
crazing_48
|
| 193 |
+
crazing_49
|
| 194 |
+
crazing_5
|
| 195 |
+
crazing_50
|
| 196 |
+
crazing_51
|
| 197 |
+
crazing_52
|
| 198 |
+
crazing_53
|
| 199 |
+
crazing_54
|
| 200 |
+
crazing_55
|
| 201 |
+
crazing_56
|
| 202 |
+
crazing_57
|
| 203 |
+
crazing_58
|
| 204 |
+
crazing_59
|
| 205 |
+
crazing_6
|
| 206 |
+
crazing_60
|
| 207 |
+
crazing_62
|
| 208 |
+
crazing_63
|
| 209 |
+
crazing_64
|
| 210 |
+
crazing_65
|
| 211 |
+
crazing_66
|
| 212 |
+
crazing_67
|
| 213 |
+
crazing_69
|
| 214 |
+
crazing_7
|
| 215 |
+
crazing_70
|
| 216 |
+
crazing_71
|
| 217 |
+
crazing_72
|
| 218 |
+
crazing_73
|
| 219 |
+
crazing_74
|
| 220 |
+
crazing_75
|
| 221 |
+
crazing_76
|
| 222 |
+
crazing_77
|
| 223 |
+
crazing_78
|
| 224 |
+
crazing_8
|
| 225 |
+
crazing_81
|
| 226 |
+
crazing_82
|
| 227 |
+
crazing_83
|
| 228 |
+
crazing_84
|
| 229 |
+
crazing_85
|
| 230 |
+
crazing_86
|
| 231 |
+
crazing_87
|
| 232 |
+
crazing_89
|
| 233 |
+
crazing_9
|
| 234 |
+
crazing_91
|
| 235 |
+
crazing_94
|
| 236 |
+
crazing_95
|
| 237 |
+
crazing_96
|
| 238 |
+
crazing_97
|
| 239 |
+
crazing_98
|
| 240 |
+
crazing_99
|
| 241 |
+
inclusion_1
|
| 242 |
+
inclusion_10
|
| 243 |
+
inclusion_100
|
| 244 |
+
inclusion_101
|
| 245 |
+
inclusion_103
|
| 246 |
+
inclusion_104
|
| 247 |
+
inclusion_105
|
| 248 |
+
inclusion_106
|
| 249 |
+
inclusion_107
|
| 250 |
+
inclusion_108
|
| 251 |
+
inclusion_109
|
| 252 |
+
inclusion_11
|
| 253 |
+
inclusion_110
|
| 254 |
+
inclusion_111
|
| 255 |
+
inclusion_112
|
| 256 |
+
inclusion_113
|
| 257 |
+
inclusion_116
|
| 258 |
+
inclusion_118
|
| 259 |
+
inclusion_119
|
| 260 |
+
inclusion_12
|
| 261 |
+
inclusion_120
|
| 262 |
+
inclusion_122
|
| 263 |
+
inclusion_123
|
| 264 |
+
inclusion_124
|
| 265 |
+
inclusion_126
|
| 266 |
+
inclusion_128
|
| 267 |
+
inclusion_131
|
| 268 |
+
inclusion_133
|
| 269 |
+
inclusion_134
|
| 270 |
+
inclusion_137
|
| 271 |
+
inclusion_138
|
| 272 |
+
inclusion_139
|
| 273 |
+
inclusion_14
|
| 274 |
+
inclusion_140
|
| 275 |
+
inclusion_141
|
| 276 |
+
inclusion_142
|
| 277 |
+
inclusion_143
|
| 278 |
+
inclusion_144
|
| 279 |
+
inclusion_146
|
| 280 |
+
inclusion_147
|
| 281 |
+
inclusion_149
|
| 282 |
+
inclusion_15
|
| 283 |
+
inclusion_150
|
| 284 |
+
inclusion_151
|
| 285 |
+
inclusion_152
|
| 286 |
+
inclusion_153
|
| 287 |
+
inclusion_156
|
| 288 |
+
inclusion_157
|
| 289 |
+
inclusion_158
|
| 290 |
+
inclusion_159
|
| 291 |
+
inclusion_160
|
| 292 |
+
inclusion_161
|
| 293 |
+
inclusion_162
|
| 294 |
+
inclusion_163
|
| 295 |
+
inclusion_165
|
| 296 |
+
inclusion_166
|
| 297 |
+
inclusion_167
|
| 298 |
+
inclusion_168
|
| 299 |
+
inclusion_169
|
| 300 |
+
inclusion_17
|
| 301 |
+
inclusion_172
|
| 302 |
+
inclusion_173
|
| 303 |
+
inclusion_174
|
| 304 |
+
inclusion_175
|
| 305 |
+
inclusion_176
|
| 306 |
+
inclusion_177
|
| 307 |
+
inclusion_178
|
| 308 |
+
inclusion_179
|
| 309 |
+
inclusion_180
|
| 310 |
+
inclusion_181
|
| 311 |
+
inclusion_182
|
| 312 |
+
inclusion_183
|
| 313 |
+
inclusion_186
|
| 314 |
+
inclusion_188
|
| 315 |
+
inclusion_189
|
| 316 |
+
inclusion_19
|
| 317 |
+
inclusion_190
|
| 318 |
+
inclusion_191
|
| 319 |
+
inclusion_192
|
| 320 |
+
inclusion_194
|
| 321 |
+
inclusion_195
|
| 322 |
+
inclusion_196
|
| 323 |
+
inclusion_197
|
| 324 |
+
inclusion_198
|
| 325 |
+
inclusion_199
|
| 326 |
+
inclusion_20
|
| 327 |
+
inclusion_200
|
| 328 |
+
inclusion_201
|
| 329 |
+
inclusion_202
|
| 330 |
+
inclusion_203
|
| 331 |
+
inclusion_204
|
| 332 |
+
inclusion_205
|
| 333 |
+
inclusion_206
|
| 334 |
+
inclusion_208
|
| 335 |
+
inclusion_21
|
| 336 |
+
inclusion_210
|
| 337 |
+
inclusion_211
|
| 338 |
+
inclusion_213
|
| 339 |
+
inclusion_214
|
| 340 |
+
inclusion_216
|
| 341 |
+
inclusion_217
|
| 342 |
+
inclusion_218
|
| 343 |
+
inclusion_22
|
| 344 |
+
inclusion_221
|
| 345 |
+
inclusion_223
|
| 346 |
+
inclusion_224
|
| 347 |
+
inclusion_225
|
| 348 |
+
inclusion_226
|
| 349 |
+
inclusion_227
|
| 350 |
+
inclusion_228
|
| 351 |
+
inclusion_229
|
| 352 |
+
inclusion_23
|
| 353 |
+
inclusion_230
|
| 354 |
+
inclusion_231
|
| 355 |
+
inclusion_232
|
| 356 |
+
inclusion_233
|
| 357 |
+
inclusion_234
|
| 358 |
+
inclusion_236
|
| 359 |
+
inclusion_238
|
| 360 |
+
inclusion_239
|
| 361 |
+
inclusion_24
|
| 362 |
+
inclusion_240
|
| 363 |
+
inclusion_241
|
| 364 |
+
inclusion_242
|
| 365 |
+
inclusion_245
|
| 366 |
+
inclusion_246
|
| 367 |
+
inclusion_247
|
| 368 |
+
inclusion_248
|
| 369 |
+
inclusion_249
|
| 370 |
+
inclusion_25
|
| 371 |
+
inclusion_250
|
| 372 |
+
inclusion_251
|
| 373 |
+
inclusion_252
|
| 374 |
+
inclusion_253
|
| 375 |
+
inclusion_254
|
| 376 |
+
inclusion_255
|
| 377 |
+
inclusion_256
|
| 378 |
+
inclusion_257
|
| 379 |
+
inclusion_258
|
| 380 |
+
inclusion_259
|
| 381 |
+
inclusion_26
|
| 382 |
+
inclusion_260
|
| 383 |
+
inclusion_261
|
| 384 |
+
inclusion_262
|
| 385 |
+
inclusion_263
|
| 386 |
+
inclusion_264
|
| 387 |
+
inclusion_265
|
| 388 |
+
inclusion_266
|
| 389 |
+
inclusion_267
|
| 390 |
+
inclusion_268
|
| 391 |
+
inclusion_269
|
| 392 |
+
inclusion_27
|
| 393 |
+
inclusion_270
|
| 394 |
+
inclusion_271
|
| 395 |
+
inclusion_272
|
| 396 |
+
inclusion_273
|
| 397 |
+
inclusion_274
|
| 398 |
+
inclusion_275
|
| 399 |
+
inclusion_276
|
| 400 |
+
inclusion_277
|
| 401 |
+
inclusion_278
|
| 402 |
+
inclusion_279
|
| 403 |
+
inclusion_28
|
| 404 |
+
inclusion_280
|
| 405 |
+
inclusion_282
|
| 406 |
+
inclusion_283
|
| 407 |
+
inclusion_284
|
| 408 |
+
inclusion_286
|
| 409 |
+
inclusion_287
|
| 410 |
+
inclusion_288
|
| 411 |
+
inclusion_289
|
| 412 |
+
inclusion_29
|
| 413 |
+
inclusion_290
|
| 414 |
+
inclusion_291
|
| 415 |
+
inclusion_293
|
| 416 |
+
inclusion_294
|
| 417 |
+
inclusion_295
|
| 418 |
+
inclusion_296
|
| 419 |
+
inclusion_297
|
| 420 |
+
inclusion_298
|
| 421 |
+
inclusion_299
|
| 422 |
+
inclusion_3
|
| 423 |
+
inclusion_30
|
| 424 |
+
inclusion_300
|
| 425 |
+
inclusion_32
|
| 426 |
+
inclusion_33
|
| 427 |
+
inclusion_34
|
| 428 |
+
inclusion_35
|
| 429 |
+
inclusion_36
|
| 430 |
+
inclusion_37
|
| 431 |
+
inclusion_38
|
| 432 |
+
inclusion_39
|
| 433 |
+
inclusion_40
|
| 434 |
+
inclusion_41
|
| 435 |
+
inclusion_42
|
| 436 |
+
inclusion_44
|
| 437 |
+
inclusion_45
|
| 438 |
+
inclusion_46
|
| 439 |
+
inclusion_47
|
| 440 |
+
inclusion_48
|
| 441 |
+
inclusion_5
|
| 442 |
+
inclusion_51
|
| 443 |
+
inclusion_52
|
| 444 |
+
inclusion_54
|
| 445 |
+
inclusion_55
|
| 446 |
+
inclusion_56
|
| 447 |
+
inclusion_57
|
| 448 |
+
inclusion_58
|
| 449 |
+
inclusion_59
|
| 450 |
+
inclusion_6
|
| 451 |
+
inclusion_61
|
| 452 |
+
inclusion_62
|
| 453 |
+
inclusion_64
|
| 454 |
+
inclusion_66
|
| 455 |
+
inclusion_67
|
| 456 |
+
inclusion_68
|
| 457 |
+
inclusion_69
|
| 458 |
+
inclusion_70
|
| 459 |
+
inclusion_72
|
| 460 |
+
inclusion_74
|
| 461 |
+
inclusion_75
|
| 462 |
+
inclusion_76
|
| 463 |
+
inclusion_77
|
| 464 |
+
inclusion_78
|
| 465 |
+
inclusion_8
|
| 466 |
+
inclusion_80
|
| 467 |
+
inclusion_81
|
| 468 |
+
inclusion_84
|
| 469 |
+
inclusion_86
|
| 470 |
+
inclusion_87
|
| 471 |
+
inclusion_88
|
| 472 |
+
inclusion_89
|
| 473 |
+
inclusion_91
|
| 474 |
+
inclusion_92
|
| 475 |
+
inclusion_94
|
| 476 |
+
inclusion_95
|
| 477 |
+
inclusion_96
|
| 478 |
+
inclusion_97
|
| 479 |
+
inclusion_98
|
| 480 |
+
inclusion_99
|
| 481 |
+
patches_1
|
| 482 |
+
patches_100
|
| 483 |
+
patches_101
|
| 484 |
+
patches_102
|
| 485 |
+
patches_103
|
| 486 |
+
patches_104
|
| 487 |
+
patches_106
|
| 488 |
+
patches_107
|
| 489 |
+
patches_108
|
| 490 |
+
patches_11
|
| 491 |
+
patches_110
|
| 492 |
+
patches_111
|
| 493 |
+
patches_112
|
| 494 |
+
patches_113
|
| 495 |
+
patches_114
|
| 496 |
+
patches_115
|
| 497 |
+
patches_116
|
| 498 |
+
patches_117
|
| 499 |
+
patches_118
|
| 500 |
+
patches_119
|
| 501 |
+
patches_12
|
| 502 |
+
patches_120
|
| 503 |
+
patches_121
|
| 504 |
+
patches_122
|
| 505 |
+
patches_123
|
| 506 |
+
patches_124
|
| 507 |
+
patches_125
|
| 508 |
+
patches_126
|
| 509 |
+
patches_127
|
| 510 |
+
patches_13
|
| 511 |
+
patches_130
|
| 512 |
+
patches_131
|
| 513 |
+
patches_132
|
| 514 |
+
patches_133
|
| 515 |
+
patches_134
|
| 516 |
+
patches_136
|
| 517 |
+
patches_138
|
| 518 |
+
patches_139
|
| 519 |
+
patches_14
|
| 520 |
+
patches_140
|
| 521 |
+
patches_141
|
| 522 |
+
patches_142
|
| 523 |
+
patches_143
|
| 524 |
+
patches_144
|
| 525 |
+
patches_145
|
| 526 |
+
patches_146
|
| 527 |
+
patches_147
|
| 528 |
+
patches_148
|
| 529 |
+
patches_149
|
| 530 |
+
patches_15
|
| 531 |
+
patches_150
|
| 532 |
+
patches_151
|
| 533 |
+
patches_152
|
| 534 |
+
patches_153
|
| 535 |
+
patches_154
|
| 536 |
+
patches_155
|
| 537 |
+
patches_156
|
| 538 |
+
patches_157
|
| 539 |
+
patches_158
|
| 540 |
+
patches_159
|
| 541 |
+
patches_16
|
| 542 |
+
patches_160
|
| 543 |
+
patches_161
|
| 544 |
+
patches_162
|
| 545 |
+
patches_164
|
| 546 |
+
patches_165
|
| 547 |
+
patches_166
|
| 548 |
+
patches_167
|
| 549 |
+
patches_168
|
| 550 |
+
patches_171
|
| 551 |
+
patches_172
|
| 552 |
+
patches_174
|
| 553 |
+
patches_175
|
| 554 |
+
patches_176
|
| 555 |
+
patches_177
|
| 556 |
+
patches_178
|
| 557 |
+
patches_179
|
| 558 |
+
patches_18
|
| 559 |
+
patches_180
|
| 560 |
+
patches_182
|
| 561 |
+
patches_183
|
| 562 |
+
patches_184
|
| 563 |
+
patches_185
|
| 564 |
+
patches_186
|
| 565 |
+
patches_187
|
| 566 |
+
patches_189
|
| 567 |
+
patches_190
|
| 568 |
+
patches_191
|
| 569 |
+
patches_192
|
| 570 |
+
patches_193
|
| 571 |
+
patches_194
|
| 572 |
+
patches_196
|
| 573 |
+
patches_198
|
| 574 |
+
patches_2
|
| 575 |
+
patches_20
|
| 576 |
+
patches_200
|
| 577 |
+
patches_201
|
| 578 |
+
patches_202
|
| 579 |
+
patches_203
|
| 580 |
+
patches_204
|
| 581 |
+
patches_205
|
| 582 |
+
patches_207
|
| 583 |
+
patches_209
|
| 584 |
+
patches_210
|
| 585 |
+
patches_211
|
| 586 |
+
patches_212
|
| 587 |
+
patches_214
|
| 588 |
+
patches_215
|
| 589 |
+
patches_216
|
| 590 |
+
patches_217
|
| 591 |
+
patches_218
|
| 592 |
+
patches_22
|
| 593 |
+
patches_220
|
| 594 |
+
patches_221
|
| 595 |
+
patches_222
|
| 596 |
+
patches_223
|
| 597 |
+
patches_224
|
| 598 |
+
patches_228
|
| 599 |
+
patches_229
|
| 600 |
+
patches_23
|
| 601 |
+
patches_230
|
| 602 |
+
patches_233
|
| 603 |
+
patches_234
|
| 604 |
+
patches_235
|
| 605 |
+
patches_236
|
| 606 |
+
patches_237
|
| 607 |
+
patches_238
|
| 608 |
+
patches_239
|
| 609 |
+
patches_24
|
| 610 |
+
patches_240
|
| 611 |
+
patches_241
|
| 612 |
+
patches_242
|
| 613 |
+
patches_243
|
| 614 |
+
patches_244
|
| 615 |
+
patches_245
|
| 616 |
+
patches_248
|
| 617 |
+
patches_249
|
| 618 |
+
patches_25
|
| 619 |
+
patches_250
|
| 620 |
+
patches_251
|
| 621 |
+
patches_253
|
| 622 |
+
patches_255
|
| 623 |
+
patches_256
|
| 624 |
+
patches_257
|
| 625 |
+
patches_258
|
| 626 |
+
patches_259
|
| 627 |
+
patches_26
|
| 628 |
+
patches_260
|
| 629 |
+
patches_261
|
| 630 |
+
patches_262
|
| 631 |
+
patches_263
|
| 632 |
+
patches_264
|
| 633 |
+
patches_265
|
| 634 |
+
patches_266
|
| 635 |
+
patches_267
|
| 636 |
+
patches_268
|
| 637 |
+
patches_269
|
| 638 |
+
patches_27
|
| 639 |
+
patches_270
|
| 640 |
+
patches_271
|
| 641 |
+
patches_272
|
| 642 |
+
patches_274
|
| 643 |
+
patches_275
|
| 644 |
+
patches_278
|
| 645 |
+
patches_279
|
| 646 |
+
patches_280
|
| 647 |
+
patches_281
|
| 648 |
+
patches_282
|
| 649 |
+
patches_283
|
| 650 |
+
patches_284
|
| 651 |
+
patches_285
|
| 652 |
+
patches_286
|
| 653 |
+
patches_287
|
| 654 |
+
patches_289
|
| 655 |
+
patches_29
|
| 656 |
+
patches_290
|
| 657 |
+
patches_293
|
| 658 |
+
patches_295
|
| 659 |
+
patches_296
|
| 660 |
+
patches_299
|
| 661 |
+
patches_3
|
| 662 |
+
patches_30
|
| 663 |
+
patches_300
|
| 664 |
+
patches_31
|
| 665 |
+
patches_34
|
| 666 |
+
patches_36
|
| 667 |
+
patches_38
|
| 668 |
+
patches_39
|
| 669 |
+
patches_4
|
| 670 |
+
patches_40
|
| 671 |
+
patches_41
|
| 672 |
+
patches_42
|
| 673 |
+
patches_45
|
| 674 |
+
patches_46
|
| 675 |
+
patches_48
|
| 676 |
+
patches_5
|
| 677 |
+
patches_50
|
| 678 |
+
patches_51
|
| 679 |
+
patches_52
|
| 680 |
+
patches_54
|
| 681 |
+
patches_55
|
| 682 |
+
patches_56
|
| 683 |
+
patches_57
|
| 684 |
+
patches_58
|
| 685 |
+
patches_59
|
| 686 |
+
patches_6
|
| 687 |
+
patches_60
|
| 688 |
+
patches_61
|
| 689 |
+
patches_63
|
| 690 |
+
patches_64
|
| 691 |
+
patches_65
|
| 692 |
+
patches_66
|
| 693 |
+
patches_67
|
| 694 |
+
patches_69
|
| 695 |
+
patches_70
|
| 696 |
+
patches_71
|
| 697 |
+
patches_72
|
| 698 |
+
patches_73
|
| 699 |
+
patches_75
|
| 700 |
+
patches_76
|
| 701 |
+
patches_77
|
| 702 |
+
patches_78
|
| 703 |
+
patches_79
|
| 704 |
+
patches_8
|
| 705 |
+
patches_80
|
| 706 |
+
patches_84
|
| 707 |
+
patches_85
|
| 708 |
+
patches_86
|
| 709 |
+
patches_87
|
| 710 |
+
patches_89
|
| 711 |
+
patches_9
|
| 712 |
+
patches_90
|
| 713 |
+
patches_92
|
| 714 |
+
patches_94
|
| 715 |
+
patches_95
|
| 716 |
+
patches_96
|
| 717 |
+
patches_97
|
| 718 |
+
patches_98
|
| 719 |
+
patches_99
|
| 720 |
+
pitted_surface_1
|
| 721 |
+
pitted_surface_100
|
| 722 |
+
pitted_surface_101
|
| 723 |
+
pitted_surface_102
|
| 724 |
+
pitted_surface_103
|
| 725 |
+
pitted_surface_104
|
| 726 |
+
pitted_surface_105
|
| 727 |
+
pitted_surface_106
|
| 728 |
+
pitted_surface_107
|
| 729 |
+
pitted_surface_108
|
| 730 |
+
pitted_surface_109
|
| 731 |
+
pitted_surface_11
|
| 732 |
+
pitted_surface_110
|
| 733 |
+
pitted_surface_111
|
| 734 |
+
pitted_surface_112
|
| 735 |
+
pitted_surface_114
|
| 736 |
+
pitted_surface_115
|
| 737 |
+
pitted_surface_116
|
| 738 |
+
pitted_surface_117
|
| 739 |
+
pitted_surface_118
|
| 740 |
+
pitted_surface_119
|
| 741 |
+
pitted_surface_12
|
| 742 |
+
pitted_surface_120
|
| 743 |
+
pitted_surface_121
|
| 744 |
+
pitted_surface_122
|
| 745 |
+
pitted_surface_124
|
| 746 |
+
pitted_surface_127
|
| 747 |
+
pitted_surface_128
|
| 748 |
+
pitted_surface_13
|
| 749 |
+
pitted_surface_130
|
| 750 |
+
pitted_surface_134
|
| 751 |
+
pitted_surface_135
|
| 752 |
+
pitted_surface_137
|
| 753 |
+
pitted_surface_139
|
| 754 |
+
pitted_surface_14
|
| 755 |
+
pitted_surface_140
|
| 756 |
+
pitted_surface_141
|
| 757 |
+
pitted_surface_142
|
| 758 |
+
pitted_surface_143
|
| 759 |
+
pitted_surface_145
|
| 760 |
+
pitted_surface_146
|
| 761 |
+
pitted_surface_147
|
| 762 |
+
pitted_surface_148
|
| 763 |
+
pitted_surface_149
|
| 764 |
+
pitted_surface_15
|
| 765 |
+
pitted_surface_150
|
| 766 |
+
pitted_surface_151
|
| 767 |
+
pitted_surface_154
|
| 768 |
+
pitted_surface_155
|
| 769 |
+
pitted_surface_156
|
| 770 |
+
pitted_surface_157
|
| 771 |
+
pitted_surface_158
|
| 772 |
+
pitted_surface_159
|
| 773 |
+
pitted_surface_160
|
| 774 |
+
pitted_surface_161
|
| 775 |
+
pitted_surface_162
|
| 776 |
+
pitted_surface_163
|
| 777 |
+
pitted_surface_164
|
| 778 |
+
pitted_surface_165
|
| 779 |
+
pitted_surface_166
|
| 780 |
+
pitted_surface_167
|
| 781 |
+
pitted_surface_17
|
| 782 |
+
pitted_surface_170
|
| 783 |
+
pitted_surface_172
|
| 784 |
+
pitted_surface_173
|
| 785 |
+
pitted_surface_174
|
| 786 |
+
pitted_surface_175
|
| 787 |
+
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| 789 |
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| 790 |
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| 791 |
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| 800 |
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rolled-in_scale_82
|
| 1186 |
+
rolled-in_scale_83
|
| 1187 |
+
rolled-in_scale_84
|
| 1188 |
+
rolled-in_scale_85
|
| 1189 |
+
rolled-in_scale_86
|
| 1190 |
+
rolled-in_scale_87
|
| 1191 |
+
rolled-in_scale_89
|
| 1192 |
+
rolled-in_scale_9
|
| 1193 |
+
rolled-in_scale_91
|
| 1194 |
+
rolled-in_scale_92
|
| 1195 |
+
rolled-in_scale_93
|
| 1196 |
+
rolled-in_scale_95
|
| 1197 |
+
rolled-in_scale_97
|
| 1198 |
+
rolled-in_scale_98
|
| 1199 |
+
rolled-in_scale_99
|
| 1200 |
+
scratches_1
|
| 1201 |
+
scratches_10
|
| 1202 |
+
scratches_100
|
| 1203 |
+
scratches_102
|
| 1204 |
+
scratches_103
|
| 1205 |
+
scratches_104
|
| 1206 |
+
scratches_106
|
| 1207 |
+
scratches_107
|
| 1208 |
+
scratches_108
|
| 1209 |
+
scratches_109
|
| 1210 |
+
scratches_11
|
| 1211 |
+
scratches_112
|
| 1212 |
+
scratches_113
|
| 1213 |
+
scratches_115
|
| 1214 |
+
scratches_116
|
| 1215 |
+
scratches_117
|
| 1216 |
+
scratches_118
|
| 1217 |
+
scratches_119
|
| 1218 |
+
scratches_120
|
| 1219 |
+
scratches_121
|
| 1220 |
+
scratches_123
|
| 1221 |
+
scratches_124
|
| 1222 |
+
scratches_125
|
| 1223 |
+
scratches_127
|
| 1224 |
+
scratches_128
|
| 1225 |
+
scratches_129
|
| 1226 |
+
scratches_130
|
| 1227 |
+
scratches_132
|
| 1228 |
+
scratches_133
|
| 1229 |
+
scratches_134
|
| 1230 |
+
scratches_135
|
| 1231 |
+
scratches_136
|
| 1232 |
+
scratches_137
|
| 1233 |
+
scratches_139
|
| 1234 |
+
scratches_14
|
| 1235 |
+
scratches_142
|
| 1236 |
+
scratches_144
|
| 1237 |
+
scratches_145
|
| 1238 |
+
scratches_146
|
| 1239 |
+
scratches_148
|
| 1240 |
+
scratches_15
|
| 1241 |
+
scratches_150
|
| 1242 |
+
scratches_152
|
| 1243 |
+
scratches_153
|
| 1244 |
+
scratches_154
|
| 1245 |
+
scratches_156
|
| 1246 |
+
scratches_157
|
| 1247 |
+
scratches_158
|
| 1248 |
+
scratches_16
|
| 1249 |
+
scratches_160
|
| 1250 |
+
scratches_161
|
| 1251 |
+
scratches_162
|
| 1252 |
+
scratches_163
|
| 1253 |
+
scratches_164
|
| 1254 |
+
scratches_166
|
| 1255 |
+
scratches_167
|
| 1256 |
+
scratches_168
|
| 1257 |
+
scratches_169
|
| 1258 |
+
scratches_17
|
| 1259 |
+
scratches_171
|
| 1260 |
+
scratches_172
|
| 1261 |
+
scratches_173
|
| 1262 |
+
scratches_174
|
| 1263 |
+
scratches_175
|
| 1264 |
+
scratches_176
|
| 1265 |
+
scratches_177
|
| 1266 |
+
scratches_178
|
| 1267 |
+
scratches_179
|
| 1268 |
+
scratches_18
|
| 1269 |
+
scratches_180
|
| 1270 |
+
scratches_181
|
| 1271 |
+
scratches_183
|
| 1272 |
+
scratches_184
|
| 1273 |
+
scratches_185
|
| 1274 |
+
scratches_187
|
| 1275 |
+
scratches_188
|
| 1276 |
+
scratches_189
|
| 1277 |
+
scratches_19
|
| 1278 |
+
scratches_190
|
| 1279 |
+
scratches_192
|
| 1280 |
+
scratches_193
|
| 1281 |
+
scratches_194
|
| 1282 |
+
scratches_195
|
| 1283 |
+
scratches_198
|
| 1284 |
+
scratches_199
|
| 1285 |
+
scratches_2
|
| 1286 |
+
scratches_20
|
| 1287 |
+
scratches_200
|
| 1288 |
+
scratches_204
|
| 1289 |
+
scratches_205
|
| 1290 |
+
scratches_206
|
| 1291 |
+
scratches_207
|
| 1292 |
+
scratches_208
|
| 1293 |
+
scratches_209
|
| 1294 |
+
scratches_21
|
| 1295 |
+
scratches_210
|
| 1296 |
+
scratches_211
|
| 1297 |
+
scratches_212
|
| 1298 |
+
scratches_213
|
| 1299 |
+
scratches_214
|
| 1300 |
+
scratches_215
|
| 1301 |
+
scratches_216
|
| 1302 |
+
scratches_217
|
| 1303 |
+
scratches_218
|
| 1304 |
+
scratches_219
|
| 1305 |
+
scratches_22
|
| 1306 |
+
scratches_222
|
| 1307 |
+
scratches_223
|
| 1308 |
+
scratches_225
|
| 1309 |
+
scratches_226
|
| 1310 |
+
scratches_228
|
| 1311 |
+
scratches_23
|
| 1312 |
+
scratches_230
|
| 1313 |
+
scratches_232
|
| 1314 |
+
scratches_233
|
| 1315 |
+
scratches_234
|
| 1316 |
+
scratches_235
|
| 1317 |
+
scratches_236
|
| 1318 |
+
scratches_237
|
| 1319 |
+
scratches_238
|
| 1320 |
+
scratches_239
|
| 1321 |
+
scratches_24
|
| 1322 |
+
scratches_240
|
| 1323 |
+
scratches_243
|
| 1324 |
+
scratches_244
|
| 1325 |
+
scratches_246
|
| 1326 |
+
scratches_247
|
| 1327 |
+
scratches_248
|
| 1328 |
+
scratches_249
|
| 1329 |
+
scratches_25
|
| 1330 |
+
scratches_251
|
| 1331 |
+
scratches_252
|
| 1332 |
+
scratches_253
|
| 1333 |
+
scratches_254
|
| 1334 |
+
scratches_256
|
| 1335 |
+
scratches_257
|
| 1336 |
+
scratches_258
|
| 1337 |
+
scratches_259
|
| 1338 |
+
scratches_26
|
| 1339 |
+
scratches_263
|
| 1340 |
+
scratches_264
|
| 1341 |
+
scratches_265
|
| 1342 |
+
scratches_266
|
| 1343 |
+
scratches_267
|
| 1344 |
+
scratches_268
|
| 1345 |
+
scratches_272
|
| 1346 |
+
scratches_273
|
| 1347 |
+
scratches_274
|
| 1348 |
+
scratches_275
|
| 1349 |
+
scratches_276
|
| 1350 |
+
scratches_277
|
| 1351 |
+
scratches_278
|
| 1352 |
+
scratches_279
|
| 1353 |
+
scratches_28
|
| 1354 |
+
scratches_280
|
| 1355 |
+
scratches_281
|
| 1356 |
+
scratches_282
|
| 1357 |
+
scratches_283
|
| 1358 |
+
scratches_284
|
| 1359 |
+
scratches_285
|
| 1360 |
+
scratches_286
|
| 1361 |
+
scratches_287
|
| 1362 |
+
scratches_288
|
| 1363 |
+
scratches_29
|
| 1364 |
+
scratches_290
|
| 1365 |
+
scratches_291
|
| 1366 |
+
scratches_292
|
| 1367 |
+
scratches_293
|
| 1368 |
+
scratches_295
|
| 1369 |
+
scratches_296
|
| 1370 |
+
scratches_298
|
| 1371 |
+
scratches_3
|
| 1372 |
+
scratches_30
|
| 1373 |
+
scratches_300
|
| 1374 |
+
scratches_31
|
| 1375 |
+
scratches_32
|
| 1376 |
+
scratches_33
|
| 1377 |
+
scratches_34
|
| 1378 |
+
scratches_35
|
| 1379 |
+
scratches_36
|
| 1380 |
+
scratches_37
|
| 1381 |
+
scratches_38
|
| 1382 |
+
scratches_39
|
| 1383 |
+
scratches_4
|
| 1384 |
+
scratches_40
|
| 1385 |
+
scratches_41
|
| 1386 |
+
scratches_42
|
| 1387 |
+
scratches_43
|
| 1388 |
+
scratches_44
|
| 1389 |
+
scratches_45
|
| 1390 |
+
scratches_46
|
| 1391 |
+
scratches_47
|
| 1392 |
+
scratches_48
|
| 1393 |
+
scratches_49
|
| 1394 |
+
scratches_5
|
| 1395 |
+
scratches_51
|
| 1396 |
+
scratches_52
|
| 1397 |
+
scratches_53
|
| 1398 |
+
scratches_54
|
| 1399 |
+
scratches_55
|
| 1400 |
+
scratches_56
|
| 1401 |
+
scratches_57
|
| 1402 |
+
scratches_58
|
| 1403 |
+
scratches_59
|
| 1404 |
+
scratches_6
|
| 1405 |
+
scratches_60
|
| 1406 |
+
scratches_61
|
| 1407 |
+
scratches_63
|
| 1408 |
+
scratches_64
|
| 1409 |
+
scratches_66
|
| 1410 |
+
scratches_67
|
| 1411 |
+
scratches_68
|
| 1412 |
+
scratches_69
|
| 1413 |
+
scratches_7
|
| 1414 |
+
scratches_70
|
| 1415 |
+
scratches_71
|
| 1416 |
+
scratches_72
|
| 1417 |
+
scratches_75
|
| 1418 |
+
scratches_76
|
| 1419 |
+
scratches_77
|
| 1420 |
+
scratches_78
|
| 1421 |
+
scratches_79
|
| 1422 |
+
scratches_8
|
| 1423 |
+
scratches_80
|
| 1424 |
+
scratches_81
|
| 1425 |
+
scratches_82
|
| 1426 |
+
scratches_83
|
| 1427 |
+
scratches_84
|
| 1428 |
+
scratches_86
|
| 1429 |
+
scratches_87
|
| 1430 |
+
scratches_90
|
| 1431 |
+
scratches_91
|
| 1432 |
+
scratches_92
|
| 1433 |
+
scratches_93
|
| 1434 |
+
scratches_94
|
| 1435 |
+
scratches_95
|
| 1436 |
+
scratches_96
|
| 1437 |
+
scratches_97
|
| 1438 |
+
scratches_98
|
| 1439 |
+
scratches_99
|
ImageSets/val.txt
ADDED
|
@@ -0,0 +1,180 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
crazing_109
|
| 2 |
+
crazing_114
|
| 3 |
+
crazing_117
|
| 4 |
+
crazing_119
|
| 5 |
+
crazing_121
|
| 6 |
+
crazing_135
|
| 7 |
+
crazing_143
|
| 8 |
+
crazing_151
|
| 9 |
+
crazing_152
|
| 10 |
+
crazing_156
|
| 11 |
+
crazing_166
|
| 12 |
+
crazing_187
|
| 13 |
+
crazing_220
|
| 14 |
+
crazing_231
|
| 15 |
+
crazing_234
|
| 16 |
+
crazing_251
|
| 17 |
+
crazing_254
|
| 18 |
+
crazing_258
|
| 19 |
+
crazing_261
|
| 20 |
+
crazing_264
|
| 21 |
+
crazing_266
|
| 22 |
+
crazing_273
|
| 23 |
+
crazing_274
|
| 24 |
+
crazing_277
|
| 25 |
+
crazing_296
|
| 26 |
+
crazing_299
|
| 27 |
+
crazing_40
|
| 28 |
+
crazing_68
|
| 29 |
+
crazing_88
|
| 30 |
+
crazing_93
|
| 31 |
+
inclusion_102
|
| 32 |
+
inclusion_114
|
| 33 |
+
inclusion_115
|
| 34 |
+
inclusion_129
|
| 35 |
+
inclusion_132
|
| 36 |
+
inclusion_135
|
| 37 |
+
inclusion_145
|
| 38 |
+
inclusion_148
|
| 39 |
+
inclusion_155
|
| 40 |
+
inclusion_16
|
| 41 |
+
inclusion_164
|
| 42 |
+
inclusion_18
|
| 43 |
+
inclusion_184
|
| 44 |
+
inclusion_193
|
| 45 |
+
inclusion_209
|
| 46 |
+
inclusion_215
|
| 47 |
+
inclusion_219
|
| 48 |
+
inclusion_220
|
| 49 |
+
inclusion_222
|
| 50 |
+
inclusion_237
|
| 51 |
+
inclusion_244
|
| 52 |
+
inclusion_281
|
| 53 |
+
inclusion_31
|
| 54 |
+
inclusion_4
|
| 55 |
+
inclusion_43
|
| 56 |
+
inclusion_50
|
| 57 |
+
inclusion_65
|
| 58 |
+
inclusion_71
|
| 59 |
+
inclusion_83
|
| 60 |
+
inclusion_90
|
| 61 |
+
patches_10
|
| 62 |
+
patches_109
|
| 63 |
+
patches_128
|
| 64 |
+
patches_129
|
| 65 |
+
patches_169
|
| 66 |
+
patches_170
|
| 67 |
+
patches_181
|
| 68 |
+
patches_188
|
| 69 |
+
patches_19
|
| 70 |
+
patches_195
|
| 71 |
+
patches_197
|
| 72 |
+
patches_199
|
| 73 |
+
patches_232
|
| 74 |
+
patches_252
|
| 75 |
+
patches_273
|
| 76 |
+
patches_276
|
| 77 |
+
patches_277
|
| 78 |
+
patches_28
|
| 79 |
+
patches_288
|
| 80 |
+
patches_291
|
| 81 |
+
patches_292
|
| 82 |
+
patches_294
|
| 83 |
+
patches_298
|
| 84 |
+
patches_44
|
| 85 |
+
patches_47
|
| 86 |
+
patches_68
|
| 87 |
+
patches_81
|
| 88 |
+
patches_83
|
| 89 |
+
patches_91
|
| 90 |
+
patches_93
|
| 91 |
+
pitted_surface_10
|
| 92 |
+
pitted_surface_113
|
| 93 |
+
pitted_surface_125
|
| 94 |
+
pitted_surface_131
|
| 95 |
+
pitted_surface_133
|
| 96 |
+
pitted_surface_152
|
| 97 |
+
pitted_surface_16
|
| 98 |
+
pitted_surface_179
|
| 99 |
+
pitted_surface_205
|
| 100 |
+
pitted_surface_209
|
| 101 |
+
pitted_surface_224
|
| 102 |
+
pitted_surface_229
|
| 103 |
+
pitted_surface_231
|
| 104 |
+
pitted_surface_233
|
| 105 |
+
pitted_surface_234
|
| 106 |
+
pitted_surface_243
|
| 107 |
+
pitted_surface_251
|
| 108 |
+
pitted_surface_257
|
| 109 |
+
pitted_surface_280
|
| 110 |
+
pitted_surface_281
|
| 111 |
+
pitted_surface_288
|
| 112 |
+
pitted_surface_38
|
| 113 |
+
pitted_surface_41
|
| 114 |
+
pitted_surface_44
|
| 115 |
+
pitted_surface_45
|
| 116 |
+
pitted_surface_72
|
| 117 |
+
pitted_surface_75
|
| 118 |
+
pitted_surface_77
|
| 119 |
+
pitted_surface_82
|
| 120 |
+
pitted_surface_98
|
| 121 |
+
rolled-in_scale_109
|
| 122 |
+
rolled-in_scale_120
|
| 123 |
+
rolled-in_scale_121
|
| 124 |
+
rolled-in_scale_130
|
| 125 |
+
rolled-in_scale_157
|
| 126 |
+
rolled-in_scale_187
|
| 127 |
+
rolled-in_scale_20
|
| 128 |
+
rolled-in_scale_204
|
| 129 |
+
rolled-in_scale_225
|
| 130 |
+
rolled-in_scale_230
|
| 131 |
+
rolled-in_scale_235
|
| 132 |
+
rolled-in_scale_241
|
| 133 |
+
rolled-in_scale_243
|
| 134 |
+
rolled-in_scale_248
|
| 135 |
+
rolled-in_scale_250
|
| 136 |
+
rolled-in_scale_255
|
| 137 |
+
rolled-in_scale_256
|
| 138 |
+
rolled-in_scale_261
|
| 139 |
+
rolled-in_scale_264
|
| 140 |
+
rolled-in_scale_265
|
| 141 |
+
rolled-in_scale_273
|
| 142 |
+
rolled-in_scale_281
|
| 143 |
+
rolled-in_scale_292
|
| 144 |
+
rolled-in_scale_37
|
| 145 |
+
rolled-in_scale_49
|
| 146 |
+
rolled-in_scale_7
|
| 147 |
+
rolled-in_scale_75
|
| 148 |
+
rolled-in_scale_88
|
| 149 |
+
rolled-in_scale_94
|
| 150 |
+
rolled-in_scale_96
|
| 151 |
+
scratches_101
|
| 152 |
+
scratches_105
|
| 153 |
+
scratches_110
|
| 154 |
+
scratches_111
|
| 155 |
+
scratches_114
|
| 156 |
+
scratches_12
|
| 157 |
+
scratches_131
|
| 158 |
+
scratches_151
|
| 159 |
+
scratches_165
|
| 160 |
+
scratches_182
|
| 161 |
+
scratches_186
|
| 162 |
+
scratches_191
|
| 163 |
+
scratches_196
|
| 164 |
+
scratches_202
|
| 165 |
+
scratches_203
|
| 166 |
+
scratches_220
|
| 167 |
+
scratches_221
|
| 168 |
+
scratches_224
|
| 169 |
+
scratches_227
|
| 170 |
+
scratches_229
|
| 171 |
+
scratches_241
|
| 172 |
+
scratches_245
|
| 173 |
+
scratches_255
|
| 174 |
+
scratches_27
|
| 175 |
+
scratches_271
|
| 176 |
+
scratches_297
|
| 177 |
+
scratches_65
|
| 178 |
+
scratches_73
|
| 179 |
+
scratches_74
|
| 180 |
+
scratches_89
|
LICENSE
ADDED
|
@@ -0,0 +1,69 @@
|
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|
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|
|
| 1 |
+
NEU-DET-corrected — LICENSE
|
| 2 |
+
===========================
|
| 3 |
+
|
| 4 |
+
This file covers TWO different things. Please read both parts.
|
| 5 |
+
|
| 6 |
+
--------------------------------------------------------------------------------
|
| 7 |
+
PART 1 — The modifications made in this release
|
| 8 |
+
--------------------------------------------------------------------------------
|
| 9 |
+
|
| 10 |
+
The changes made to produce "NEU-DET-corrected" are released under the
|
| 11 |
+
|
| 12 |
+
Creative Commons Attribution 4.0 International License (CC BY 4.0)
|
| 13 |
+
|
| 14 |
+
Full legal text: https://creativecommons.org/licenses/by/4.0/legalcode
|
| 15 |
+
|
| 16 |
+
These modifications are:
|
| 17 |
+
|
| 18 |
+
* removal of 1 duplicate image (patches_105.jpg, pixel-identical to
|
| 19 |
+
patches_101.jpg),
|
| 20 |
+
* removal of 3 duplicated bounding boxes (one box listed twice verbatim in
|
| 21 |
+
each of crazing_120, inclusion_62, patches_198),
|
| 22 |
+
* addition of a seeded, class-stratified train/val/test split,
|
| 23 |
+
* conversion of the annotations to YOLO format alongside the original
|
| 24 |
+
Pascal VOC format,
|
| 25 |
+
* regeneration of classes.txt, data.yaml, ImageSets/ and this documentation.
|
| 26 |
+
|
| 27 |
+
You are free to share and adapt these modifications for any purpose, including
|
| 28 |
+
commercially, provided you give appropriate credit.
|
| 29 |
+
|
| 30 |
+
--------------------------------------------------------------------------------
|
| 31 |
+
PART 2 — The underlying NEU-DET data (IMPORTANT)
|
| 32 |
+
--------------------------------------------------------------------------------
|
| 33 |
+
|
| 34 |
+
The underlying images and annotations originate from the NEU Surface Defect
|
| 35 |
+
Database (NEU-DET):
|
| 36 |
+
|
| 37 |
+
Song, Kechen; Yan, Yunhui.
|
| 38 |
+
"A noise robust method based on completed local binary patterns for
|
| 39 |
+
hot-rolled steel strip surface defects."
|
| 40 |
+
Applied Surface Science 285:858-864, 2013.
|
| 41 |
+
DOI: 10.1016/j.apsusc.2013.08.123
|
| 42 |
+
|
| 43 |
+
He, Yu; Song, Kechen; Meng, Qinggang; Yan, Yunhui.
|
| 44 |
+
"An End-to-end Steel Surface Defect Detection Approach via Fusing
|
| 45 |
+
Multiple Hierarchical Features."
|
| 46 |
+
IEEE Transactions on Instrumentation and Measurement 69(4):1493-1504, 2020.
|
| 47 |
+
DOI: 10.1109/TIM.2019.2915404
|
| 48 |
+
|
| 49 |
+
Official page: https://faculty.neu.edu.cn/songkc/en/zdylm/263265/
|
| 50 |
+
|
| 51 |
+
THE ORIGINAL AUTHORS HAVE NOT STATED A LICENSE FOR THE DATASET.
|
| 52 |
+
|
| 53 |
+
* The dataset is distributed by the authors (Google Drive / Baidu Netdisk)
|
| 54 |
+
for research use, with a request to cite the papers above.
|
| 55 |
+
* No LICENSE file, no licence statement, and no terms of use are provided
|
| 56 |
+
with the download.
|
| 57 |
+
* The associated papers are published by Elsevier / IEEE; those licences
|
| 58 |
+
cover the ARTICLES, and do not by themselves license the dataset.
|
| 59 |
+
|
| 60 |
+
Consequently, the copyright status of the underlying NEU-DET images and
|
| 61 |
+
annotations is UNDETERMINED. No licence is granted for them by this file.
|
| 62 |
+
|
| 63 |
+
>>> Before any commercial use or redistribution of the image data, you must
|
| 64 |
+
>>> determine the applicable terms from the original authors.
|
| 65 |
+
|
| 66 |
+
--------------------------------------------------------------------------------
|
| 67 |
+
If you are the rights holder of NEU-DET and would like this release changed or
|
| 68 |
+
removed, please open an issue and it will be actioned promptly.
|
| 69 |
+
--------------------------------------------------------------------------------
|
README.md
ADDED
|
@@ -0,0 +1,318 @@
|
|
|
|
|
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|
|
|
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|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: other
|
| 3 |
+
license_name: see-license-file-upstream-unstated
|
| 4 |
+
license_link: LICENSE
|
| 5 |
+
task_categories:
|
| 6 |
+
- object-detection
|
| 7 |
+
language:
|
| 8 |
+
- en
|
| 9 |
+
tags:
|
| 10 |
+
- neu-det
|
| 11 |
+
- steel-surface-defect
|
| 12 |
+
- hot-rolled-steel
|
| 13 |
+
- industrial-inspection
|
| 14 |
+
- object-detection
|
| 15 |
+
- pascal-voc
|
| 16 |
+
- yolo
|
| 17 |
+
size_categories:
|
| 18 |
+
- 1K<n<10K
|
| 19 |
+
---
|
| 20 |
+
|
| 21 |
+
# NEU-DET-corrected
|
| 22 |
+
|
| 23 |
+
**Hot-rolled steel strip surface defect detection — cleaned version of the NEU Surface Defect Database.**
|
| 24 |
+
**热轧带钢表面缺陷检测 —— NEU 表面缺陷数据库的清理修正版。**
|
| 25 |
+
|
| 26 |
+
[English](#english) · [中文](#中文)
|
| 27 |
+
|
| 28 |
+
---
|
| 29 |
+
|
| 30 |
+
## English
|
| 31 |
+
|
| 32 |
+
### What is this?
|
| 33 |
+
|
| 34 |
+
A **cleaned, complete and consistently packaged** version of the
|
| 35 |
+
**NEU Surface Defect Database (NEU-DET)** from Northeastern University
|
| 36 |
+
(Song Kechen & Yan Yunhui).
|
| 37 |
+
|
| 38 |
+
The upstream release ships as a flat `IMAGES/` + `ANNOTATIONS/` (Pascal VOC) pair with
|
| 39 |
+
no official split and a few annotation defects. This release keeps every image pixel
|
| 40 |
+
**unchanged**, removes a small number of duplicates, and packages the data in both
|
| 41 |
+
**Pascal VOC** and **YOLO** format with a reproducible train/val/test split.
|
| 42 |
+
|
| 43 |
+
> ⚠️ **Upstream license: none stated.** The original authors have never declared a license
|
| 44 |
+
> for NEU-DET. See [License & attribution](#license--attribution) — verify before commercial use.
|
| 45 |
+
|
| 46 |
+
### Corrections vs. the official release
|
| 47 |
+
|
| 48 |
+
| # | Correction | Detail |
|
| 49 |
+
|---|---|---|
|
| 50 |
+
| 1 | **Removed 1 duplicate image** | `patches_105.jpg` is pixel-identical to `patches_101.jpg` (the same image was annotated twice, with slightly different boxes). `patches_105` removed. |
|
| 51 |
+
| 2 | **Removed 3 duplicate boxes** | `crazing_120`, `inclusion_62`, `patches_198` each contained one bounding box listed twice verbatim. |
|
| 52 |
+
| 3 | **Added a reproducible split** | Upstream has no split. This release provides a seeded, class-stratified 80/10/10 split. |
|
| 53 |
+
| 4 | **Dual format** | Upstream is Pascal VOC only. This release ships **VOC + YOLO** from a single verified conversion. |
|
| 54 |
+
| 5 | **Packaging** | `classes.txt`, `data.yaml`, `ImageSets/` added. |
|
| 55 |
+
|
| 56 |
+
**Image pixels are never modified.** All 1,799 images are byte-for-byte identical to the upstream files.
|
| 57 |
+
|
| 58 |
+
**Scope — structural clean-up only.** This is **not** a re-annotation. We remove duplicates and
|
| 59 |
+
re-package the data; we do **not** re-verify individual boxes (missed defects, wrong class
|
| 60 |
+
labels, box tightness) — that requires domain expertise and is left untouched.
|
| 61 |
+
|
| 62 |
+
**Structural checks performed** on the released 1,799-image set:
|
| 63 |
+
|
| 64 |
+
| Check | Method | Result |
|
| 65 |
+
|---|---|---|
|
| 66 |
+
| Exact duplicate images | byte-wise MD5 | **1** found → removed |
|
| 67 |
+
| Rotation / mirror duplicates | 8 dihedral transforms, pixel hash | **0** |
|
| 68 |
+
| Near-duplicate images | 32×32 and 64×64 grayscale MAE | **0** |
|
| 69 |
+
| Duplicate boxes within an image | verbatim box comparison | **3** found → removed |
|
| 70 |
+
| Empty / invalid labels | 0-box files, out-of-range, zero-area boxes | **0** |
|
| 71 |
+
| Image ↔ label ↔ XML pairing | bidirectional | **0** orphans |
|
| 72 |
+
| Class-name consistency | unique label set | 6 classes, no anomalies |
|
| 73 |
+
| Split leakage | train/val/test intersection | **0** |
|
| 74 |
+
|
| 75 |
+
### Dataset at a glance
|
| 76 |
+
|
| 77 |
+
| Property | Value |
|
| 78 |
+
|---|---|
|
| 79 |
+
| Images | **1,799** (200 × 200, grayscale) |
|
| 80 |
+
| Classes | **6** — `crazing`, `inclusion`, `patches`, `pitted_surface`, `rolled-in_scale`, `scratches` |
|
| 81 |
+
| Bounding boxes | **4,183** (≈ 2.33 per image) |
|
| 82 |
+
| Formats | Pascal VOC XML · YOLO TXT |
|
| 83 |
+
| Split | train 1,439 / val 180 / test 180 (seeded, class-stratified) |
|
| 84 |
+
|
| 85 |
+
**Boxes per class:** `inclusion` 1,010 · `patches` 877 · `crazing` 688 · `rolled-in_scale` 628 ·
|
| 86 |
+
`scratches` 548 · `pitted_surface` 432
|
| 87 |
+
|
| 88 |
+
### Structure
|
| 89 |
+
|
| 90 |
+
```
|
| 91 |
+
NEU-DET-corrected/
|
| 92 |
+
├── images/{train,val,test}/ # 200x200 grayscale JPG
|
| 93 |
+
├── labels/{train,val,test}/ # YOLO: cls cx cy w h (normalized)
|
| 94 |
+
├── annotations/ # Pascal VOC XML (flat, cleaned)
|
| 95 |
+
├── ImageSets/{train,val,test}.txt
|
| 96 |
+
├── classes.txt
|
| 97 |
+
├── data.yaml # YOLO dataset config
|
| 98 |
+
├── LICENSE
|
| 99 |
+
└── README.md
|
| 100 |
+
```
|
| 101 |
+
|
| 102 |
+
`annotations/*.xml` and `labels/**/*.txt` are two representations of the **same** cleaned
|
| 103 |
+
annotations and are verified to agree.
|
| 104 |
+
|
| 105 |
+
### Citation
|
| 106 |
+
|
| 107 |
+
**1. The original dataset — please always cite this.**
|
| 108 |
+
|
| 109 |
+
```bibtex
|
| 110 |
+
@article{he2020neudet,
|
| 111 |
+
title = {An End-to-end Steel Surface Defect Detection Approach via Fusing Multiple Hierarchical Features},
|
| 112 |
+
author = {He, Yu and Song, Kechen and Meng, Qinggang and Yan, Yunhui},
|
| 113 |
+
journal = {IEEE Transactions on Instrumentation and Measurement},
|
| 114 |
+
volume = {69}, number = {4}, pages = {1493--1504}, year = {2020},
|
| 115 |
+
doi = {10.1109/TIM.2019.2915404}
|
| 116 |
+
}
|
| 117 |
+
```
|
| 118 |
+
|
| 119 |
+
```bibtex
|
| 120 |
+
@article{song2013neudet,
|
| 121 |
+
title = {A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects},
|
| 122 |
+
author = {Song, Kechen and Yan, Yunhui},
|
| 123 |
+
journal = {Applied Surface Science},
|
| 124 |
+
volume = {285}, pages = {858--864}, year = {2013},
|
| 125 |
+
doi = {10.1016/j.apsusc.2013.08.123}
|
| 126 |
+
}
|
| 127 |
+
```
|
| 128 |
+
|
| 129 |
+
**2. This corrected release — please cite it as well.** It is not identical to the official
|
| 130 |
+
release: one duplicate image and three duplicate boxes were removed, a reproducible split was
|
| 131 |
+
added, and the data was re-packaged, so a citation to the papers alone does not describe this version.
|
| 132 |
+
|
| 133 |
+
```bibtex
|
| 134 |
+
@misc{neudet_corrected,
|
| 135 |
+
author = {KeenForgeAI},
|
| 136 |
+
title = {NEU-DET-corrected: a cleaned release of the NEU Surface Defect Database},
|
| 137 |
+
year = {2026},
|
| 138 |
+
version = {1.0},
|
| 139 |
+
publisher = {KeenForgeAI},
|
| 140 |
+
url = {https://huggingface.co/datasets/KeenForgeAI/NEU-DET-corrected},
|
| 141 |
+
note = {Curated by Lu Gan and Sam Li. Derived from He et al. (2020),
|
| 142 |
+
doi:10.1109/TIM.2019.2915404. Upstream licence unstated.}
|
| 143 |
+
}
|
| 144 |
+
```
|
| 145 |
+
|
| 146 |
+
**3. The annotation tool (optional).**
|
| 147 |
+
|
| 148 |
+
```bibtex
|
| 149 |
+
@software{keenforge,
|
| 150 |
+
author = {KeenForgeAI},
|
| 151 |
+
title = {KeenForge: a local-first, offline image annotation and model-training desktop tool},
|
| 152 |
+
year = {2026},
|
| 153 |
+
publisher = {KeenForgeAI},
|
| 154 |
+
url = {https://github.com/KeenForgeAI/KeenForge},
|
| 155 |
+
note = {MIT licensed. Developed by Lu Gan and Sam Li.}
|
| 156 |
+
}
|
| 157 |
+
```
|
| 158 |
+
|
| 159 |
+
### License & attribution
|
| 160 |
+
|
| 161 |
+
**The upstream NEU-DET dataset states no license.** The original authors provide it for
|
| 162 |
+
research use via their [official page](https://faculty.neu.edu.cn/songkc/en/zdylm/263265/)
|
| 163 |
+
(Google Drive / Baidu Netdisk) and only request a citation. The copyright status of the
|
| 164 |
+
original images and annotations is therefore **undetermined** — verify it before any
|
| 165 |
+
commercial use. See `LICENSE` in this repository.
|
| 166 |
+
|
| 167 |
+
Our modifications (de-duplication, re-packaging, split, documentation) are released openly.
|
| 168 |
+
Image pixels are unmodified and remain subject to the upstream terms.
|
| 169 |
+
|
| 170 |
+
### Provenance
|
| 171 |
+
|
| 172 |
+
- Source: official NEU-DET release (Google Drive), retrieved 2026-09-21.
|
| 173 |
+
- Upstream: 1,800 images + 1,800 Pascal VOC XML, no split.
|
| 174 |
+
- Verified: 1,799 images retained, byte-identical to upstream; 4,183 boxes after removing
|
| 175 |
+
3 duplicate boxes and the duplicate image.
|
| 176 |
+
|
| 177 |
+
---
|
| 178 |
+
|
| 179 |
+
## 中文
|
| 180 |
+
|
| 181 |
+
### 这是什么?
|
| 182 |
+
|
| 183 |
+
**NEU 表面缺陷数据库(NEU-DET)**(东北大学,宋克臣、颜云辉)的**清理、补全、规范化打包版**。
|
| 184 |
+
|
| 185 |
+
上游发布是扁平的 `IMAGES/` + `ANNOTATIONS/`(Pascal VOC),**无官方划分**,且存在少量标注缺陷。
|
| 186 |
+
本版**不修改任何图像像素**,仅删除少量重复项,并以 **Pascal VOC + YOLO 双格式**打包,
|
| 187 |
+
附带可复现的 train/val/test 划分。
|
| 188 |
+
|
| 189 |
+
> ⚠️ **上游未声明许可证。** 原作者从未为 NEU-DET 声明许可证。详见
|
| 190 |
+
> [许可证与署名](#许可证与署名)——商用前请自行确认。
|
| 191 |
+
|
| 192 |
+
### 相对官方版的修正
|
| 193 |
+
|
| 194 |
+
| # | 修正 | 说明 |
|
| 195 |
+
|---|---|---|
|
| 196 |
+
| 1 | **删除 1 张重复图** | `patches_105.jpg` 与 `patches_101.jpg` 像素完全相同(同一张图被标注了两次,框略有差异)。删除 `patches_105`。 |
|
| 197 |
+
| 2 | **删除 3 个重复框** | `crazing_120`、`inclusion_62`、`patches_198` 各有 1 个边界框**逐字重复出现两次**。 |
|
| 198 |
+
| 3 | **补充可复现划分** | 上游无划分;本版提供固定随机种子、按类别分层的 80/10/10 划分。 |
|
| 199 |
+
| 4 | **双格式** | 上游仅有 Pascal VOC;本版同时提供 **VOC + YOLO**(由同一次转换生成并校验一致)。 |
|
| 200 |
+
| 5 | **规范化打包** | 新增 `classes.txt`、`data.yaml`、`ImageSets/`。 |
|
| 201 |
+
|
| 202 |
+
**图像像素从不修改**——1,799 张图与上游文件逐字节一致。
|
| 203 |
+
|
| 204 |
+
**本版范围——仅结构化清理。** 这是**结构性清理,不是重新标注**。我们只去重、重新打包;
|
| 205 |
+
**不**重新核对单个标注框(漏标、类别标错、框松紧)——那需要领域专业知识,一律保持原样。
|
| 206 |
+
|
| 207 |
+
**已执行的结构化检查**(针对发布的 1,799 张):
|
| 208 |
+
|
| 209 |
+
| 检查 | 方法 | 结果 |
|
| 210 |
+
|---|---|---|
|
| 211 |
+
| 样本重复 · 精确 | 逐字节 MD5 | **1 组** → 已删 |
|
| 212 |
+
| 样本重复 · 旋转/镜像 | 8 种二面体变换逐像素哈希 | **0** |
|
| 213 |
+
| 样本重复 · 近似 | 32×32 与 64×64 灰度 MAE | **0** |
|
| 214 |
+
| 标签重复 · 图内 | 逐字比对同一图内的框 | **3 个** → 已删 |
|
| 215 |
+
| 空/非法标签 | 0 框文件、越界框、零面积框 | **0** |
|
| 216 |
+
| 图片↔标签↔XML 配对 | 双向 | **0 孤儿** |
|
| 217 |
+
| 类别名一致性 | 唯一类别名集合 | 6 类,无杂名 |
|
| 218 |
+
| 划分泄漏 | train/val/test 交集 | **0** |
|
| 219 |
+
|
| 220 |
+
### 数据集概览
|
| 221 |
+
|
| 222 |
+
| 属性 | 值 |
|
| 223 |
+
|---|---|
|
| 224 |
+
| 图片 | **1,799**(200 × 200 灰度) |
|
| 225 |
+
| 类别 | **6** —— `crazing`、`inclusion`、`patches`、`pitted_surface`、`rolled-in_scale`、`scratches` |
|
| 226 |
+
| 标注框 | **4,183**(约 2.33 框/图) |
|
| 227 |
+
| 格式 | Pascal VOC XML · YOLO TXT |
|
| 228 |
+
| 划分 | train 1,439 / val 180 / test 180(固定种子、类别分层) |
|
| 229 |
+
|
| 230 |
+
**各类框数**:`inclusion` 1,010 · `patches` 877 · `crazing` 688 · `rolled-in_scale` 628 ·
|
| 231 |
+
`scratches` 548 · `pitted_surface` 432
|
| 232 |
+
|
| 233 |
+
### 目录结构
|
| 234 |
+
|
| 235 |
+
```
|
| 236 |
+
NEU-DET-corrected/
|
| 237 |
+
├── images/{train,val,test}/ # 200x200 灰度 JPG
|
| 238 |
+
├── labels/{train,val,test}/ # YOLO:cls cx cy w h(归��化)
|
| 239 |
+
├── annotations/ # Pascal VOC XML(扁平,已清理)
|
| 240 |
+
├── ImageSets/{train,val,test}.txt
|
| 241 |
+
├── classes.txt
|
| 242 |
+
├── data.yaml # YOLO 配置
|
| 243 |
+
├── LICENSE
|
| 244 |
+
└── README.md
|
| 245 |
+
```
|
| 246 |
+
|
| 247 |
+
`annotations/*.xml` 与 `labels/**/*.txt` 是**同一份**清理后标注的两种表示,已校验一致。
|
| 248 |
+
|
| 249 |
+
### 引用
|
| 250 |
+
|
| 251 |
+
使用本数据集请**同时引用**原始工作与本修正版:
|
| 252 |
+
|
| 253 |
+
**1. 原始数据集(请务必引用)**
|
| 254 |
+
|
| 255 |
+
```bibtex
|
| 256 |
+
@article{he2020neudet,
|
| 257 |
+
title = {An End-to-end Steel Surface Defect Detection Approach via Fusing Multiple Hierarchical Features},
|
| 258 |
+
author = {He, Yu and Song, Kechen and Meng, Qinggang and Yan, Yunhui},
|
| 259 |
+
journal = {IEEE Transactions on Instrumentation and Measurement},
|
| 260 |
+
volume = {69}, number = {4}, pages = {1493--1504}, year = {2020},
|
| 261 |
+
doi = {10.1109/TIM.2019.2915404}
|
| 262 |
+
}
|
| 263 |
+
```
|
| 264 |
+
|
| 265 |
+
```bibtex
|
| 266 |
+
@article{song2013neudet,
|
| 267 |
+
title = {A noise robust method based on completed local binary patterns for hot-rolled steel strip surface defects},
|
| 268 |
+
author = {Song, Kechen and Yan, Yunhui},
|
| 269 |
+
journal = {Applied Surface Science},
|
| 270 |
+
volume = {285}, pages = {858--864}, year = {2013},
|
| 271 |
+
doi = {10.1016/j.apsusc.2013.08.123}
|
| 272 |
+
}
|
| 273 |
+
```
|
| 274 |
+
|
| 275 |
+
**2. 本修正版(请一并引用)** —— 本版**与官方发布并不相同**:删除了 1 张重复图与 3 个重复框,
|
| 276 |
+
补充了可复现划分,并重新打包,因此**只引用论文无法描述本版本**。
|
| 277 |
+
|
| 278 |
+
```bibtex
|
| 279 |
+
@misc{neudet_corrected,
|
| 280 |
+
author = {KeenForgeAI},
|
| 281 |
+
title = {NEU-DET-corrected: a cleaned release of the NEU Surface Defect Database},
|
| 282 |
+
year = {2026},
|
| 283 |
+
version = {1.0},
|
| 284 |
+
publisher = {KeenForgeAI},
|
| 285 |
+
url = {https://huggingface.co/datasets/KeenForgeAI/NEU-DET-corrected},
|
| 286 |
+
note = {Curated by Lu Gan and Sam Li. Derived from He et al. (2020),
|
| 287 |
+
doi:10.1109/TIM.2019.2915404. Upstream licence unstated.}
|
| 288 |
+
}
|
| 289 |
+
```
|
| 290 |
+
|
| 291 |
+
**3. 标注工具(可选)**
|
| 292 |
+
|
| 293 |
+
```bibtex
|
| 294 |
+
@software{keenforge,
|
| 295 |
+
author = {KeenForgeAI},
|
| 296 |
+
title = {KeenForge: a local-first, offline image annotation and model-training desktop tool},
|
| 297 |
+
year = {2026},
|
| 298 |
+
publisher = {KeenForgeAI},
|
| 299 |
+
url = {https://github.com/KeenForgeAI/KeenForge},
|
| 300 |
+
note = {MIT licensed. Developed by Lu Gan and Sam Li.}
|
| 301 |
+
}
|
| 302 |
+
```
|
| 303 |
+
|
| 304 |
+
### 许可证与署名
|
| 305 |
+
|
| 306 |
+
**上游 NEU-DET 未声明许可证。** 原作者通过
|
| 307 |
+
[官方主页](https://faculty.neu.edu.cn/songkc/en/zdylm/263265/)(Google Drive / 百度网盘)
|
| 308 |
+
以研究用途提供,仅要求引用。因此原始图像与标注的**版权状态未定**——**商用前请自行确认**。
|
| 309 |
+
详见本仓库 `LICENSE`。
|
| 310 |
+
|
| 311 |
+
我们对数据集的修改部分(去重、重新打包、划分、文档)开源发布。图像像素未修改,
|
| 312 |
+
仍受上游条款约束。
|
| 313 |
+
|
| 314 |
+
### 来源
|
| 315 |
+
|
| 316 |
+
- 来源:官方 NEU-DET 发布(Google Drive),获取于 2026-09-21
|
| 317 |
+
- 上游:1,800 图 + 1,800 Pascal VOC XML,无划分
|
| 318 |
+
- 已校验:保留 1,799 图,与上游逐字节一致;删除 3 个重复框与 1 张重复图后共 4,183 框
|
annotations/crazing_1.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_1.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>2</xmin><ymin>2</ymin><xmax>193</xmax><ymax>194</ymax></bndbox></object></annotation>
|
annotations/crazing_10.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_10.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>60</xmin><ymin>20</ymin><xmax>194</xmax><ymax>69</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>9</xmin><ymin>84</ymin><xmax>197</xmax><ymax>198</ymax></bndbox></object></annotation>
|
annotations/crazing_100.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_100.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>10</ymin><xmax>108</xmax><ymax>121</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>35</xmin><ymin>1</ymin><xmax>200</xmax><ymax>83</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>120</xmin><ymin>109</ymin><xmax>196</xmax><ymax>198</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>8</xmin><ymin>112</ymin><xmax>164</xmax><ymax>190</ymax></bndbox></object></annotation>
|
annotations/crazing_101.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_101.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>40</xmin><ymin>12</ymin><xmax>187</xmax><ymax>152</ymax></bndbox></object></annotation>
|
annotations/crazing_102.xml
ADDED
|
@@ -0,0 +1,13 @@
|
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|
|
|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_102.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>2</xmin><ymin>2</ymin><xmax>144</xmax><ymax>153</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>150</xmin><ymin>85</ymin><xmax>199</xmax><ymax>178</ymax></bndbox></object></annotation>
|
annotations/crazing_103.xml
ADDED
|
@@ -0,0 +1,13 @@
|
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|
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|
|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_103.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>18</ymin><xmax>130</xmax><ymax>99</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>126</xmin><ymin>29</ymin><xmax>198</xmax><ymax>130</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>107</ymin><xmax>86</xmax><ymax>191</ymax></bndbox></object></annotation>
|
annotations/crazing_104.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_104.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>4</xmin><ymin>4</ymin><xmax>110</xmax><ymax>136</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>142</xmin><ymin>10</ymin><xmax>197</xmax><ymax>56</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>137</xmin><ymin>42</ymin><xmax>199</xmax><ymax>116</ymax></bndbox></object><object><name>patches</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>78</xmin><ymin>169</ymin><xmax>118</xmax><ymax>200</ymax></bndbox></object></annotation>
|
annotations/crazing_105.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_105.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>4</xmin><ymin>3</ymin><xmax>113</xmax><ymax>134</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>133</xmin><ymin>1</ymin><xmax>197</xmax><ymax>149</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>59</xmin><ymin>1</ymin><xmax>197</xmax><ymax>45</ymax></bndbox></object><object><name>inclusion</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>5</xmin><ymin>91</ymin><xmax>121</xmax><ymax>125</ymax></bndbox></object></annotation>
|
annotations/crazing_106.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_106.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>24</ymin><xmax>127</xmax><ymax>101</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>16</xmin><ymin>120</ymin><xmax>189</xmax><ymax>156</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>113</xmin><ymin>152</ymin><xmax>177</xmax><ymax>188</ymax></bndbox></object></annotation>
|
annotations/crazing_107.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_107.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>112</xmin><ymin>46</ymin><xmax>199</xmax><ymax>138</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>2</xmin><ymin>1</ymin><xmax>105</xmax><ymax>79</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>11</xmin><ymin>146</ymin><xmax>127</xmax><ymax>199</ymax></bndbox></object></annotation>
|
annotations/crazing_108.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_108.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>3</xmin><ymin>21</ymin><xmax>69</xmax><ymax>149</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>90</xmin><ymin>115</ymin><xmax>198</xmax><ymax>193</ymax></bndbox></object></annotation>
|
annotations/crazing_109.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_109.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>77</xmin><ymin>1</ymin><xmax>199</xmax><ymax>42</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>39</xmin><ymin>38</ymin><xmax>198</xmax><ymax>87</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>32</xmin><ymin>88</ymin><xmax>145</xmax><ymax>131</ymax></bndbox></object></annotation>
|
annotations/crazing_11.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_11.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>20</xmin><ymin>68</ymin><xmax>112</xmax><ymax>111</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>85</xmin><ymin>12</ymin><xmax>193</xmax><ymax>70</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>62</xmin><ymin>134</ymin><xmax>142</xmax><ymax>184</ymax></bndbox></object></annotation>
|
annotations/crazing_110.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_110.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>105</xmin><ymin>18</ymin><xmax>193</xmax><ymax>75</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>16</ymin><xmax>89</xmax><ymax>79</ymax></bndbox></object></annotation>
|
annotations/crazing_111.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_111.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>37</xmin><ymin>28</ymin><xmax>167</xmax><ymax>109</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>119</xmin><ymin>12</ymin><xmax>199</xmax><ymax>126</ymax></bndbox></object></annotation>
|
annotations/crazing_112.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_112.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>14</xmin><ymin>44</ymin><xmax>123</xmax><ymax>106</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>3</xmin><ymin>119</ymin><xmax>138</xmax><ymax>182</ymax></bndbox></object><object><name>patches</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>124</xmin><ymin>34</ymin><xmax>165</xmax><ymax>112</ymax></bndbox></object></annotation>
|
annotations/crazing_113.xml
ADDED
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@@ -0,0 +1,13 @@
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| 1 |
+
<annotation>
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| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_113.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
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| 9 |
+
<height>200</height>
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| 10 |
+
<depth>1</depth>
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| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>23</xmin><ymin>134</ymin><xmax>123</xmax><ymax>186</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>48</ymin><xmax>162</xmax><ymax>116</ymax></bndbox></object></annotation>
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annotations/crazing_114.xml
ADDED
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@@ -0,0 +1,13 @@
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| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_114.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>41</xmin><ymin>139</ymin><xmax>169</xmax><ymax>188</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>5</xmin><ymin>52</ymin><xmax>46</xmax><ymax>198</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>2</xmin><ymin>16</ymin><xmax>94</xmax><ymax>91</ymax></bndbox></object></annotation>
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annotations/crazing_115.xml
ADDED
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@@ -0,0 +1,13 @@
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| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_115.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>9</xmin><ymin>25</ymin><xmax>187</xmax><ymax>74</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>24</xmin><ymin>79</ymin><xmax>109</xmax><ymax>135</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>97</xmin><ymin>45</ymin><xmax>192</xmax><ymax>141</ymax></bndbox></object></annotation>
|
annotations/crazing_116.xml
ADDED
|
@@ -0,0 +1,13 @@
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| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_116.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>121</xmin><ymin>13</ymin><xmax>174</xmax><ymax>69</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>19</xmin><ymin>113</ymin><xmax>134</xmax><ymax>186</ymax></bndbox></object></annotation>
|
annotations/crazing_117.xml
ADDED
|
@@ -0,0 +1,13 @@
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| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_117.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>12</xmin><ymin>39</ymin><xmax>154</xmax><ymax>144</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>66</xmin><ymin>138</ymin><xmax>169</xmax><ymax>189</ymax></bndbox></object></annotation>
|
annotations/crazing_118.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_118.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>7</xmin><ymin>144</ymin><xmax>79</xmax><ymax>188</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>65</ymin><xmax>75</xmax><ymax>138</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>44</xmin><ymin>120</ymin><xmax>178</xmax><ymax>173</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>58</xmin><ymin>82</ymin><xmax>195</xmax><ymax>133</ymax></bndbox></object></annotation>
|
annotations/crazing_119.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_119.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>72</xmin><ymin>63</ymin><xmax>193</xmax><ymax>147</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>112</ymin><xmax>136</xmax><ymax>157</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>64</xmin><ymin>14</ymin><xmax>171</xmax><ymax>58</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>5</xmin><ymin>18</ymin><xmax>137</xmax><ymax>98</ymax></bndbox></object></annotation>
|
annotations/crazing_12.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_12.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>1</ymin><xmax>141</xmax><ymax>50</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>107</ymin><xmax>119</xmax><ymax>162</ymax></bndbox></object></annotation>
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annotations/crazing_120.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_120.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>83</xmin><ymin>6</ymin><xmax>178</xmax><ymax>57</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>106</xmin><ymin>68</ymin><xmax>200</xmax><ymax>108</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>81</ymin><xmax>117</xmax><ymax>146</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>91</xmin><ymin>110</ymin><xmax>199</xmax><ymax>152</ymax></bndbox></object></annotation>
|
annotations/crazing_121.xml
ADDED
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@@ -0,0 +1,13 @@
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|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_121.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>72</xmin><ymin>114</ymin><xmax>173</xmax><ymax>171</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>23</xmin><ymin>21</ymin><xmax>156</xmax><ymax>72</ymax></bndbox></object></annotation>
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annotations/crazing_122.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
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|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_122.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>82</xmin><ymin>136</ymin><xmax>195</xmax><ymax>166</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>44</xmin><ymin>73</ymin><xmax>109</xmax><ymax>133</ymax></bndbox></object></annotation>
|
annotations/crazing_123.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_123.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>78</xmin><ymin>121</ymin><xmax>194</xmax><ymax>167</ymax></bndbox></object></annotation>
|
annotations/crazing_124.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_124.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>42</xmin><ymin>24</ymin><xmax>185</xmax><ymax>71</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>12</ymin><xmax>39</xmax><ymax>160</ymax></bndbox></object></annotation>
|
annotations/crazing_125.xml
ADDED
|
@@ -0,0 +1,13 @@
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|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_125.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>71</xmin><ymin>80</ymin><xmax>193</xmax><ymax>127</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>64</xmin><ymin>23</ymin><xmax>196</xmax><ymax>93</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>114</xmin><ymin>66</ymin><xmax>200</xmax><ymax>177</ymax></bndbox></object></annotation>
|
annotations/crazing_126.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_126.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>63</ymin><xmax>108</xmax><ymax>124</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>90</xmin><ymin>23</ymin><xmax>198</xmax><ymax>74</ymax></bndbox></object></annotation>
|
annotations/crazing_127.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_127.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>13</xmin><ymin>132</ymin><xmax>119</xmax><ymax>191</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>58</xmin><ymin>24</ymin><xmax>145</xmax><ymax>115</ymax></bndbox></object></annotation>
|
annotations/crazing_128.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_128.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>34</ymin><xmax>60</xmax><ymax>95</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>89</xmin><ymin>79</ymin><xmax>156</xmax><ymax>137</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>90</xmin><ymin>28</ymin><xmax>174</xmax><ymax>75</ymax></bndbox></object></annotation>
|
annotations/crazing_129.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_129.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>76</ymin><xmax>94</xmax><ymax>123</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>98</xmin><ymin>58</ymin><xmax>169</xmax><ymax>134</ymax></bndbox></object></annotation>
|
annotations/crazing_13.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_13.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>71</xmin><ymin>21</ymin><xmax>140</xmax><ymax>114</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>126</ymin><xmax>89</xmax><ymax>176</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>124</xmin><ymin>117</ymin><xmax>199</xmax><ymax>173</ymax></bndbox></object></annotation>
|
annotations/crazing_130.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_130.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>2</xmin><ymin>134</ymin><xmax>155</xmax><ymax>179</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>2</xmin><ymin>6</ymin><xmax>84</xmax><ymax>99</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>77</xmin><ymin>104</ymin><xmax>199</xmax><ymax>158</ymax></bndbox></object></annotation>
|
annotations/crazing_131.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_131.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>21</ymin><xmax>153</xmax><ymax>76</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>18</xmin><ymin>130</ymin><xmax>122</xmax><ymax>186</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>131</xmin><ymin>17</ymin><xmax>194</xmax><ymax>106</ymax></bndbox></object></annotation>
|
annotations/crazing_132.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_132.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>45</xmin><ymin>29</ymin><xmax>148</xmax><ymax>83</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>37</xmin><ymin>89</ymin><xmax>152</xmax><ymax>149</ymax></bndbox></object></annotation>
|
annotations/crazing_133.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_133.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>57</xmin><ymin>137</ymin><xmax>162</xmax><ymax>194</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>47</xmin><ymin>94</ymin><xmax>169</xmax><ymax>161</ymax></bndbox></object></annotation>
|
annotations/crazing_134.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_134.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>33</xmin><ymin>26</ymin><xmax>133</xmax><ymax>80</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>40</xmin><ymin>89</ymin><xmax>141</xmax><ymax>148</ymax></bndbox></object></annotation>
|
annotations/crazing_135.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_135.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>13</xmin><ymin>23</ymin><xmax>158</xmax><ymax>106</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>50</xmin><ymin>117</ymin><xmax>178</xmax><ymax>191</ymax></bndbox></object></annotation>
|
annotations/crazing_136.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_136.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>88</ymin><xmax>88</xmax><ymax>144</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>126</xmin><ymin>111</ymin><xmax>191</xmax><ymax>184</ymax></bndbox></object></annotation>
|
annotations/crazing_137.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_137.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>32</xmin><ymin>78</ymin><xmax>164</xmax><ymax>136</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>38</xmin><ymin>140</ymin><xmax>95</xmax><ymax>192</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>38</xmin><ymin>10</ymin><xmax>88</xmax><ymax>67</ymax></bndbox></object></annotation>
|
annotations/crazing_138.xml
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_138.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>26</xmin><ymin>63</ymin><xmax>141</xmax><ymax>142</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>56</xmin><ymin>19</ymin><xmax>115</xmax><ymax>66</ymax></bndbox></object></annotation>
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annotations/crazing_139.xml
ADDED
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@@ -0,0 +1,13 @@
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| 1 |
+
<annotation>
|
| 2 |
+
<folder>cr</folder>
|
| 3 |
+
<filename>crazing_139.jpg</filename>
|
| 4 |
+
<source>
|
| 5 |
+
<database>NEU-DET</database>
|
| 6 |
+
</source>
|
| 7 |
+
<size>
|
| 8 |
+
<width>200</width>
|
| 9 |
+
<height>200</height>
|
| 10 |
+
<depth>1</depth>
|
| 11 |
+
</size>
|
| 12 |
+
<segmented>0</segmented>
|
| 13 |
+
<object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>1</xmin><ymin>5</ymin><xmax>99</xmax><ymax>70</ymax></bndbox></object><object><name>crazing</name><pose>Unspecified</pose><truncated>0</truncated><difficult>0</difficult><bndbox><xmin>7</xmin><ymin>83</ymin><xmax>97</xmax><ymax>136</ymax></bndbox></object></annotation>
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