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# System prepended metadata

title: Improving the model

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Improving the model
===================

Contents
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[ToC]
******************************************************************


Check bias
----------
### 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
-----------------
- 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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