diff --git a/README.md b/README.md index 41d25356..7246b589 100755 --- a/README.md +++ b/README.md @@ -140,15 +140,15 @@ Success: converted 'weights/yolov3-spp.pt' to 'converted.weights' - `test.py --weights weights/yolov3.weights` tests official YOLOv3 weights. - `test.py --weights weights/last.pt` tests latest checkpoint. - mAPs on COCO2014 using pycocotools. -- mAP@0.5 run at `--nms-thres 0.5`, mAP@0.5...0.95 run at `--nms-thres 0.65`. +- mAP@0.5 run at `--nms-thres 0.5`, mAP@0.5...0.95 run at `--nms-thres 0.7`. - YOLOv3-SPP ultralytics is `ultralytics68.pt` with `yolov3-spp.cfg`. - Darknet results published in https://arxiv.org/abs/1804.02767. |img-size |COCO mAP
@0.5...0.95 |COCO mAP
@0.5 --- | --- | --- | --- -YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |320 |14.0
28.7
30.5
**35.2** |29.0
51.5
52.3
**53.9** -YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |416 |16.0
31.1
33.9
**38.8** |32.9
55.3
56.8
**58.7** -YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |608 |16.6
33.0
37.0
**40.6** |35.5
57.9
60.6
**60.7** +YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |320 |14.0
28.7
30.5
**35.4** |29.0
51.5
52.3
**54.3** +YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |416 |16.0
31.1
33.9
**39.0** |32.9
55.3
56.8
**59.2** +YOLOv3-tiny
YOLOv3
YOLOv3-SPP
**YOLOv3-SPP ultralytics** |608 |16.6
33.0
37.0
**40.7** |35.5
57.9
60.6
**60.7** ```bash $ python3 test.py --save-json --img-size 608 --nms-thres 0.65 --weights ultralytics68.pt