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Some SOTA CNN modules or models construction methods and techniques

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DeepLab

This is a summary repository of the sota models of the CNNs

Quickly start

1. Download CIFAR-10 Dataset

Download the cifar-10 dataset and extract it to the ./Data directory.
You can change the download parameter download=True in the train file or download it from the link below (recommended method):
baiduURL:https://pan.baidu.com/s/16U9FhTlv3BVuB3ixipayXg pw:ifdu

2. training model

The ./train.py can be used to train models contained in the ./models module.
Many comments are written in the main function .train.py to facilitate the interpretation of the training process

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