/pytorch-classification

Implementation of image classification in PyTorch

Primary LanguagePython

pytorch-classification

PyTorch implementation of image classification

Summary

CIFAR-10

Network Accuracy Ckpt
ResNet-18 N/A N/A
ResNet-34 N/A N/A
ResNet-50 N/A N/A
WideResNet-28-10 N/A N/A
WideResNet-34-10 N/A N/A
WideResNet-70-16 N/A N/A

CIFAR-100

Network Accuracy Ckpt
ResNet-18 72.29 N/A
ResNet-34 N/A N/A
ResNet-50 N/A N/A
WideResNet-28-10 N/A N/A
WideResNet-34-10 N/A N/A
WideResNet-70-16 N/A N/A

SVHN

Network Accuracy Ckpt
ResNet-18 96.03 N/A
ResNet-34 N/A N/A
ResNet-50 N/A N/A
WideResNet-28-10 N/A N/A
WideResNet-34-10 N/A N/A
WideResNet-70-16 N/A N/A

Requirements

  • Python
  • PyTorch