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cultural-objects-yolov11
wjbmattingly/cultural-objects-yolov11
cultural-objects-yolov11 is a image segmentation model from wjbmattingly. Use it for the image segmentation task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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Public
Updated Mar 31, 2025
Repo size
252 MB
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At a glance
- Task
- Image Segmentation
- License
- apache-2.0
- Access
- Public
- Created
- Mar 31, 2025
- Updated
- Mar 31, 2025
- SHA
- 1721a849
Model card
From the Hugging Face model README
YOLOv11 Model Evaluation Results
Overall Metrics
| Model | mAP50-95 | mAP50 | mAP75 |
|---|---|---|---|
| YOLOv11-Nano | 0.794 | 0.898 | 0.887 |
| YOLOv11-Small | 0.916 | 0.982 | 0.967 |
| YOLOv11-Medium | 0.885 | 0.979 | 0.921 |
| YOLOv11-Large | 0.886 | 0.970 | 0.966 |
| YOLOv11-XLarge | 0.873 | 0.976 | 0.953 |
Per-Class mAP50-95 Metrics
| Class | YOLOv11-Nano | YOLOv11-Small | YOLOv11-Medium | YOLOv11-Large | YOLOv11-XLarge |
|---|---|---|---|---|---|
| accession | 0.697 | 0.995 | 0.995 | 0.895 | 0.796 |
| barcode | 0.873 | 0.949 | 0.898 | 0.922 | 0.972 |
| color-grader | 0.995 | 0.995 | 0.995 | 0.995 | 0.995 |
| objects | 0.616 | 0.818 | 0.732 | 0.834 | 0.801 |
| other | 0.794 | 0.916 | 0.885 | 0.886 | 0.873 |
| ruler | 0.791 | 0.824 | 0.805 | 0.783 | 0.801 |
- Task
- Image Segmentation
- License
- apache-2.0
- Created
- Mar 31, 2025
- Updated
- Mar 31, 2025