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simple-image-classification's Introduction

Simple Image Classification

PyTorch implementation for：

  • LeNet5 on MINIST dataset
  • LeNet5 and ResNet18 on CIFAR10 dataset
  • LeNet5 and ResNet34 on trashnet dataset

Requirements

  • python3
  • pytorch
  • torchvision

Usage

  • MINIST
python LeNet5_for_MINIST.py
  • CIFAR10
python LeNet5_for_CIFAR10.py
python ResNet18_for_CIFAR10.py
  • trashnet
python main.py

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