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Glenn Jocher 2019-11-26 13:53:05 -10:00
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@ -141,13 +141,16 @@ Success: converted 'weights/yolov3-spp.pt' to 'converted.weights'
- `test.py --weights weights/last.pt` tests latest checkpoint. - `test.py --weights weights/last.pt` tests latest checkpoint.
- Compare to darknet published results https://arxiv.org/abs/1804.02767. - Compare to darknet published results https://arxiv.org/abs/1804.02767.
<!-- mAPs@0.5:0.95 obtained at --conf-thres 0.6 -->
<!-- ultralytics model is last68.pt -->
<i></i> | 320@0.5:0.95| 416@0.5:0.95| 608@0.5:0.95 <i></i> | 320@0.5:0.95| 416@0.5:0.95| 608@0.5:0.95
--- | --- | --- | --- --- | --- | --- | ---
darknet `YOLOv3-tiny` | 14.0 | 16.0 | 16.6 darknet `YOLOv3-tiny` | 14.0 | 16.0 | 16.6
darknet `YOLOv3` | 28.7 | 31.1 | 33.0 darknet `YOLOv3` | 28.7 | 31.1 | 33.0
darknet `YOLOv3-SPP` | 30.3 | 33.7 | 36.7 darknet `YOLOv3-SPP` | 30.5 | 33.9 | 37.0
**ultralytics** `YOLOv3-SPP` | **34.7** | **38.2** | **39.8** **ultralytics** `YOLOv3-SPP` | **35.1** | **38.6** | **40.3**
<!-- mAPs@0.5 obtained at --conf-thres 0.5 -->
<i></i> | 320@0.5 | 416@0.5 | 608@0.5 <i></i> | 320@0.5 | 416@0.5 | 608@0.5
--- | --- | --- | --- --- | --- | --- | ---
darknet `YOLOv3-tiny` | 29.0 | 32.9 | 35.5 darknet `YOLOv3-tiny` | 29.0 | 32.9 | 35.5