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imageclassificationwithtransferlearning's Introduction

Transfer-Learning

A repository to fine tune pretrained image clasification models such as Inception, Xception, Resnet-18, 50, 102, GoogleNet, etc. with Pytorch

Python dependencies

  • pytorch
  • torchvision
  • numpy
  • matplotlib
  • transformers (from huggingface)
  • tinm

Usage

Data structure should be as follows:

data
├── dataset1
│   ├── train
│   │   ├── class1
│   │   │   ├── img1.jpg
│   │   │   ├── img2.jpg
│   │   │   ├── ...
│   │   ├── class2
│   │   │   ├── img1.jpg
│   │   │   ├── img2.jpg
│   │   │   ├── ...
│   │   ├── ...
│   ├── test
│   │   ├── class1
│   │   │   ├── img1.jpg
│   │   │   ├── img2.jpg
│   │   │   ├── ...
│   │   ├── class2
│   │   │   ├── img1.jpg
│   │   │   ├── img2.jpg
│   │   │   ├── ...
│   │   ├── ...
├── dataset2
│   dataset3
│   ...

In progress...

imageclassificationwithtransferlearning's People

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