PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

mobilenet-v2vision-transformer-modelsresnetrandaugmentpytorchpretrained-weightspretrained-modelsnormalization-free-trainingnfnetsmobilenetv3augmixmobile-deep-learningmnasnetmixnetimagenet-classifierefficientnet-trainingefficientnetdual-path-networksdistributed-trainingcnn-classification

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Ross Wightman f1cd1a5ce3 Cleanup CheckpointSaver, add support for increasing or decreasing metric, switch to prec1 metric in train loop		6 years ago
data	Add common model interface to pnasnet and xception, update factory	6 years ago
loss	Add smooth loss	6 years ago
models	Add common model interface to pnasnet and xception, update factory	6 years ago
optim	Add some Nvidia performance enhancements (prefetch loader, fast collate), and refactor some of training and model fact/transforms	6 years ago
scheduler	Resnext added, changes to bring it and seresnet in line with rest of models	6 years ago
distributed_train.sh	Fix distributed train script	6 years ago
inference.py	Update inference script for new loader style	6 years ago
train.py	Cleanup CheckpointSaver, add support for increasing or decreasing metric, switch to prec1 metric in train loop	6 years ago
utils.py	Cleanup CheckpointSaver, add support for increasing or decreasing metric, switch to prec1 metric in train loop	6 years ago
validate.py	Distributed (multi-process) train, multi-gpu single process train, and NVIDIA AMP support	6 years ago