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Glenn Jocher 2019-11-26 12:59:13 -10:00
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@ -141,14 +141,19 @@ 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.
[ultralytics/yolov3](https://github.com/ultralytics/yolov3) mAP@0.5 vs. [darknet](https://arxiv.org/abs/1804.02767)-reported mAP@0.5 <i></i> | 320@0.5:0.95| 416@0.5:0.95| 608@0.5:0.95
--- | --- | --- | ---
darknet `YOLOv3-tiny` | - | - | -
darknet `YOLOv3` | 28.7 | - | -
darknet `YOLOv3-SPP` | 30.3 | 33.7 | 36.7
**ultralytics** `YOLOv3-SPP` | **34.7** | **38.2** | **39.8**
<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 | 33.1 | 35.5 darknet `YOLOv3-tiny` | 29.0 | 33.1 | 35.5
darknet `YOLOv3` | 51.5 | 55.3 | 57.9 darknet `YOLOv3` | 51.5 | 55.3 | 57.9
darknet `YOLOv3-SPP` | 52.3 | 56.8 | **60.6** darknet `YOLOv3-SPP` | 52.3 | 56.8 | **60.6**
ultralytics `YOLOv3-SPP` | **53.9** | **58.7** | 60.1 **ultralytics** `YOLOv3-SPP` | **53.9** | **58.7** | 60.1
```bash ```bash
$ python3 test.py --save-json --img-size 608 --weights ultralytics68.pt $ python3 test.py --save-json --img-size 608 --weights ultralytics68.pt