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NEU-DET-corrected: 1799 images + 1799 VOC annotations + YOLO (1 duplicate image and 3 duplicate boxes removed, dual format, seeded 80/10/10 split)

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  1. ImageSets/test.txt +180 -0
  2. ImageSets/train.txt +1439 -0
  3. ImageSets/val.txt +180 -0
  4. LICENSE +69 -0
  5. README.md +318 -0
  6. annotations/crazing_1.xml +13 -0
  7. annotations/crazing_10.xml +13 -0
  8. annotations/crazing_100.xml +13 -0
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  13. annotations/crazing_105.xml +13 -0
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  17. annotations/crazing_109.xml +13 -0
  18. annotations/crazing_11.xml +13 -0
  19. annotations/crazing_110.xml +13 -0
  20. annotations/crazing_111.xml +13 -0
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  22. annotations/crazing_113.xml +13 -0
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  24. annotations/crazing_115.xml +13 -0
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  26. annotations/crazing_117.xml +13 -0
  27. annotations/crazing_118.xml +13 -0
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  40. annotations/crazing_13.xml +13 -0
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  46. annotations/crazing_135.xml +13 -0
  47. annotations/crazing_136.xml +13 -0
  48. annotations/crazing_137.xml +13 -0
  49. annotations/crazing_138.xml +13 -0
  50. annotations/crazing_139.xml +13 -0
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ImageSets/val.txt ADDED
@@ -0,0 +1,180 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ crazing_109
2
+ crazing_114
3
+ crazing_117
4
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5
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6
+ crazing_135
7
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8
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+ crazing_166
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13
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31
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34
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37
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55
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56
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58
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61
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62
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63
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65
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140
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144
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145
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146
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147
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148
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149
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150
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151
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152
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153
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154
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155
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156
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157
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158
+ scratches_151
159
+ scratches_165
160
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161
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162
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163
+ scratches_196
164
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165
+ scratches_203
166
+ scratches_220
167
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168
+ scratches_224
169
+ scratches_227
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+ scratches_241
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173
+ scratches_255
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+ scratches_27
175
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+ scratches_297
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+ scratches_74
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+ scratches_89
LICENSE ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
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