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Glenn Jocher 2019-08-14 15:08:44 +02:00
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@ -132,33 +132,13 @@ Success: converted 'weights/yolov3-spp.pt' to 'converted.weights'
- `test.py --weights weights/best.pt` tests best checkpoint. - `test.py --weights weights/best.pt` tests best checkpoint.
- Compare to darknet published results https://arxiv.org/abs/1804.02767. - Compare to darknet published results https://arxiv.org/abs/1804.02767.
<!--- [ultralytics/yolov3](https://github.com/ultralytics/yolov3) mAP@0.5 ([darknet](https://arxiv.org/abs/1804.02767) reported mAP@0.5)
%<i></i> | ultralytics/yolov3 OR-NMS 5:52@416 (`pycocotools`) | darknet
--- | --- | ---
YOLOv3-320 | 51.9 (51.4) | 51.5
YOLOv3-416 | 55.0 (54.9) | 55.3
YOLOv3-608 | 57.5 (57.8) | 57.9
<i></i> | ultralytics/yolov3 MERGE-NMS 7:15@416 (`pycocotools`) | darknet <i></i> | 320 | 416 | 608
--- | --- | --- --- | --- | --- | ---
YOLOv3-320 | 52.3 (51.7) | 51.5 `YOLOv3` | 51.8 (51.5) | 55.4 (55.3) | 58.2 (57.9)
YOLOv3-416 | 55.4 (55.3) | 55.3 `YOLOv3-SPP` | 52.4 | 56.5 | 60.7 (60.6)
YOLOv3-608 | 57.9 (58.1) | 57.9 `YOLOv3-tiny` | 29.0 | 32.9 (33.1) | 35.5
<i></i> | ultralytics/yolov3 MERGE+earlier_pred4 8:34@416 (`pycocotools`) | darknet
--- | --- | ---
YOLOv3-320 | 52.3 (51.8) | 51.5
YOLOv3-416 | 55.5 (55.4) | 55.3
YOLOv3-608 | 57.9 (58.2) | 57.9
--->
<i></i> | [ultralytics/yolov3](https://github.com/ultralytics/yolov3) | [darknet](https://arxiv.org/abs/1804.02767)
--- | --- | ---
`YOLOv3 320` | 51.8 | 51.5
`YOLOv3 416` | 55.4 | 55.3
`YOLOv3 608` | 58.2 | 57.9
`YOLOv3-spp 320` | 52.4 | -
`YOLOv3-spp 416` | 56.5 | -
`YOLOv3-spp 608` | 60.7 | 60.6
``` bash ``` bash
# install pycocotools # install pycocotools