GreenMap
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yolo11x-blueprint-legend-layout-detector

Object Detection

document-layout

Model card Files Files and versions

GreenMap commited on Jul 23

Commit

0c7e435

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1 Parent(s): eff006c

update model

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README.md +5 -5
yolo_legend_layout.pt +2 -2

README.md CHANGED Viewed

@@ -46,11 +46,11 @@ YOLO11x model trained to detect structural elements inside blueprint legends on
 | Class | Images | Instances | Precision | Recall | mAP50 | mAP50-95 |
 |-------|--------|-----------|-----------|--------|-------|----------|
-| all | 62 | 2407 | 0.896 | 0.873 | 0.895 | 0.677 |
-| legend_symbol | 62 | 802 | 0.977 | 0.968 | 0.975 | 0.885 |
-| legend_description | 62 | 779 | 0.966 | 0.950 | 0.973 | 0.750 |
-| legend_row | 62 | 762 | 0.927 | 0.950 | 0.967 | 0.716 |
-| continuous_elements_block | 44 | 64 | 0.714 | 0.625 | 0.665 | 0.357 |
 ## Training

 | Class | Images | Instances | Precision | Recall | mAP50 | mAP50-95 |
 |-------|--------|-----------|-----------|--------|-------|----------|
+| all | 68 | 2821 | 0.912 | 0.903 | 0.918 | 0.735 |
+| legend_symbol | 68 | 907 | 0.982 | 0.986 | 0.993 | 0.890 |
+| legend_description | 68 | 956 | 0.977 | 0.984 | 0.993 | 0.831 |
+| legend_row | 68 | 901 | 0.962 | 0.984 | 0.990 | 0.799 |
+| continuous_elements_block | 41 | 57 | 0.727 | 0.655 | 0.696 | 0.421 |
 ## Training

yolo_legend_layout.pt CHANGED Viewed

@@ -1,3 +1,3 @@
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