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--- |
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license: cc-by-nc-4.0 |
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datasets: |
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- Voxel51/fisheye8k |
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base_model: |
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- Ultralytics/YOLOv8 |
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pipeline_tag: object-detection |
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tags: |
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- traffic |
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- urban |
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--- |
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<p align="center"> |
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<img src="https://github.com/mkturkcan/yolo-fisheye/blob/main/assets/logo.png?raw=true" width="180" /> |
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</p> |
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<h3 align="center"> |
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<p>Circulaire: Real-Time Object Detection for Fisheye Cameras</p> |
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</h3> |
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<div align="center"> |
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<table> |
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<tr> |
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<th align="center"><strong>Architecture</strong></th> |
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<th align="center"><strong>Recall</strong></th> |
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<th align="center"><strong>mAP@50</strong></th> |
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</tr> |
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<tr> |
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<td align="center">YOLOv0-pico</td> |
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<td align="center">0.138</td> |
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<td align="center">0.387</td> |
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</tr> |
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<tr> |
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<td align="center">YOLOv8n</td> |
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<td align="center">0.286</td> |
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<td align="center">0.581</td> |
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</tr> |
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<tr> |
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<td align="center">YOLOv11n</td> |
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<td align="center">0.305</td> |
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<td align="center">0.578</td> |
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</tr> |
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<tr> |
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<td align="center">YOLOv11x</td> |
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<td align="center"><strong>0.413</strong></td> |
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<td align="center"><strong>0.634</strong></td> |
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</tr> |
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<tr> |
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<td align="center">YOLO-Hyper</td> |
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<td align="center"><strong>0.511</strong></td> |
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<td align="center"><strong>0.711</strong></td> |
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</tr> |
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</table> |
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</div> |
