Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
见#8517
本次修改并测试的算子包括operators.py中的Mosaic,RandomDistort,AutoAugment
autoaugment_utils.py中的policy_v3,其中带only的算子例如TranslateY_Only_BBoxes,ShearY_Only_BBoxes并未纳入本次训练进程的测试中
修改完成的数据增强,通过双3090在COCO数据集通过picodet训练10个epoch得到如下精度
![截图 2023-08-13 11-55-08](https://private-user-images.githubusercontent.com/49911294/260279038-e120ae19-d9a3-45be-b573-98e7b8983ed9.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.RYknqEv0XYnIdB2r-PX9x9zwjKRkwyvhIlQNYpegYys)
其中数据读取yml文件如下