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Improving the model
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Contents
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[ToC]
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Check bias
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### Check training data
- High bias (underfit): Check training data
- Make bigger network
- Train longer
- use better optimization algo.
- Choose better NN
- Low bias (Overfit):
Check Annotations
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- Check annotated data before training
- bbox, seg, kpt
- Check augmentaions before training
- bbox, seg, kpt
- Check augmentaion while training
- bbox, seg, kpt
:::info
Hi There
:::
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:+1:
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