Update ChangeLog.md

lzh1998-jansen · Feb 20, 2022 · 03e2459 · 03e2459
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 # Updates
 **[2022/1/7]**
 1. Update yolov5 base version to [Releases v6.0](https://github.com/ultralytics/yolov5/releases/tag/v6.0).
-2. Rebuild the obb-label pre/post-process code. That means Faster in training/validation/testing. 
+2. Rebuild the obb-label pre/post-process code. That means **Faster and Stronger** in training/validation/testing. 
 
-Model| Dataset  | BatchSize | GPU | Time Cost |
-----   | -----                              | ------ | ----- | ------ |
-yolov5m| DOTAv1.5_subsize1024_gap200_rate1.0|75      |3090Ti |15h     | 
+Model| Training Dataset  | BatchSize | epochs |GPU | Time Cost |OBB mAP<sup>test<br><sup>@0.5| fps |
+----           | -----                                   | ------ | ----- | ----- | ----- | -----   | ----- |
+yolov5m-old    | DOTAv1.5train_subsize1024_gap200_rate1.0|75      |300    |3090Ti |96h    |68.36    |20     |
+**yolov5m-new**| DOTAv1.5train_subsize1024_gap200_rate1.0|75      |300    |3090Ti |**15h**|**73.19**|**59** |
 
 3. Some Bugs Fixed.
 
 |Bug | Fixed | Describe 
 |----                                |------ | ------  
 |Don't support validation            | ✔     | Support hbb validation in training, which is faster than obb validation|
-|Don't support single class training | ✔     | - 
-|Image must meets Height=Width       | ✔     | - 
+|Don't support single class training | ✔     | But it will get weaker results than **'nc=2'** |
+|Image must meets Height=Width       | ✔     | - |
 
 4. support obb_nms gpu version.