Update README.md

README.md

@@ -19,7 +19,13 @@ The results on **DOTAv1.5_subsize1024_gap200_rate1.0** test-dev set are shown in
   <summary>Table Notes (click to expand / **点我看更多**)</summary>
 
 * All checkpoints are trained to 300 epochs with [COCO pre-trained checkpoints](https://github.com/ultralytics/yolov5/releases/tag/v6.0), default settings and hyperparameters.
-* **mAP<sup>test</sup>** values are for single-model single-scale on [DOTAv1.5](https://captain-whu.github.io/DOTA/index.html) dataset.<br>Reproduce by `python val.py --data 'data/dotav15_poly.yaml' --img 1024 --conf 0.01 --iou 0.4 --task 'test' --batch 16 --save-json`
+* **mAP<sup>test</sup>** values are for single-model single-scale on [DOTAv1.5](https://captain-whu.github.io/DOTA/index.html) dataset.<br>Reproduce by:
+ ```shell
+ python val.py --data 'data/dotav15_poly.yaml' --img 1024 --conf 0.01 --iou 0.4 --task 'test' --batch 16 --save-json --name 'dotav15_test_split'
+ python tools/TestJson2VocClassTxt.py --json_path 'runs/val/dotav15_test_split/best_obb_predictions.json' --save_path 'runs/val/dotav15_test_split/obb_predictions_Txt'
+ python DOTA_devkit/ResultMerge_multi_process.py --scrpath 'runs/val/dotav15_test_split/obb_predictions_Txt' --dstpath 'runs/val/dotav15_test_split/obb_predictions_Txt_Merged'
+ zip the poly format results files and submit it to https://captain-whu.github.io/DOTA/evaluation.html
+ ```
 * **Speed** averaged over DOTAv1.5 val_split_subsize1024_gap200 images using a 2080Ti gpu. NMS + pre-process times is included.<br>Reproduce by `python val.py --data 'data/dotav15_poly.yaml' --img 1024 --task speed --batch 1`