- As a loser ~, did not participate halfway, the end did not find why. Now copy the answers you ~
- For Huawei cloud contest
- When using various models found that almost does not rise point of time, it should know that the problem is not a model, but of data, data should be expanded by up point.
- There are a lot of data expansion method, and draw the confusion matrix, it is difficult to distinguish the type of targeted augmented
- Recommended joined CBAM in the network.
- Other trick: mix_up (conducted regular on the data), weighted loss, increase picture resolution, tag smooth (to inhibit over-fitting), random erase, multi-scale training (increasing generalization model).
- Reference: https://github.com/xyxy875/huawei_xian_image_classification , https://github.com/jackcywang/Xian-Huawei-Al-competion
Remember a deep learning game
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Origin www.cnblogs.com/SsoZhNO-1/p/12459738.html
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