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ImageClassification_Pytorch

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Pytorch version of image classification implementation framework, which can apply standard datasets and custom datasets.

What is this repository ?

Firstly, what I have to say is: my framework was built on this repository, and the original author has done a very good job. On this basis, I added the functions of training custom datasets and adapting custom networks, and added the test code and visualized results to fix the bugs of the original evaluation code.

How to install this repository ?

Basically, you can follow the instructions in this repository to configure the environment, but I added some other dependencies to requirements.txt. So in order to run these codes better, follow the steps below to install them.

Installation

Step 1: Conda environment create

conda create -n img-class python=3.8

Step 2: Pytorch install

conda install pytorch==1.10.1 torchvision==0.11.2 cudatoolkit=11.3

Step 3: Requirements.txt install

pip install -r requirements.txt

TODO: continuous update...

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Pytorch image classification implementation framework, which can apply standard datasets and custom datasets.

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