pytorch_impementation

FCN (basic pipeline)

CNN (basic pipeline)

LeNet

VGG

googlenet

build custom datasets

data augmentation using torchvision

save load models

transfer learning and fine tuning

using learning rate scheduler

weight initialization

@ thanks to aladdin

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
README.md		README.md
build_custom_datasets_0.ipynb		build_custom_datasets_0.ipynb
build_custom_datasets_1.ipynb		build_custom_datasets_1.ipynb
data_augmentation_using_torchvision.ipynb		data_augmentation_using_torchvision.ipynb
pytorch_cnn.ipynb		pytorch_cnn.ipynb
pytorch_fcn.ipynb		pytorch_fcn.ipynb
pytorch_googlenet.ipynb		pytorch_googlenet.ipynb
pytorch_lenet.ipynb		pytorch_lenet.ipynb
pytorch_vgg.ipynb		pytorch_vgg.ipynb
save_load_models.ipynb		save_load_models.ipynb
transfer_learning_and_fine_tuning.ipynb		transfer_learning_and_fine_tuning.ipynb
using_learning_rate_scheduler.ipynb		using_learning_rate_scheduler.ipynb
weight_initialization.ipynb		weight_initialization.ipynb

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