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Title: GitHub - Mayurji/Image-Classification-PyTorch: Learning and Building Convolutional Neural Networks using PyTorch

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X Title: GitHub - Mayurji/Image-Classification-PyTorch: Learning and Building Convolutional Neural Networks using PyTorch

Description: Learning and Building Convolutional Neural Networks using PyTorch - Mayurji/Image-Classification-PyTorch

Open Graph Description: Learning and Building Convolutional Neural Networks using PyTorch - Mayurji/Image-Classification-PyTorch

X Description: Learning and Building Convolutional Neural Networks using PyTorch - Mayurji/Image-Classification-PyTorch

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ResNet With SAM	https://arxiv.org/pdf/2010.01412v3.pdf
Google Colab Notebook to tune hyperparameters with Weights and Biases Visualizations	https://colab.research.google.com/drive/1tIyEAbXcbRf4mKqXp2rqqQ6bOpTaPZKz?usp=sharing
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#google-colab-notebook-to-tune-hyperparameters-with-weights-and-biases-visualizations
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#create-environment
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#installation
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#run
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#to-save-model
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#to-create-checkpoint
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#plotting
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/alexnet_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/alexnet_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/resnet_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/resnet_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/vit_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/vit_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/mlpmixer_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/mlpmixer_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/resmlp_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/resmlp_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/senet_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/senet_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/gmlp_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/gmlp_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/efficientnetv2_train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/efficientnetv2_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/resnetwith_SAM__train_test_acc.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/plot/ResnetWithSAM_train_test_loss.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#content
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/alexnet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/vggnet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/nin.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/googlenet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/batchnorm.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/resnet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/Densenet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/senet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/mlpmixer.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/mobilenetv1.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/inceptionv3.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/Xception.png
	https://camo.githubusercontent.com/7aaf9c454bc7b470702e2d54d2aad2bdec510c09d05a0d8ef97d3a2038a0efb5/68747470733a2f2f746f776172647364617461736369656e63652e636f6d2f7265766965772d7265736e6578742d3173742d72756e6e65722d75702d6f662d696c737672632d323031362d696d6167652d636c617373696669636174696f6e2d313564376631376234326163
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/resnext.png
	https://camo.githubusercontent.com/953b7ccf0f451962952e6c48d59c30c8edd8bd7ea4cdc6aeada38dbd6a6f9891/68747470733a2f2f6d656469612e67697068792e636f6d2f6d656469612f41547357745573757546526671384f685a372f67697068792e676966
Citation Details	https://github.com/lucidrains/vit-pytorch/tree/main/vit_pytorch%22
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/mobilenetv2.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/darknet.JPEG
https://towardsdatascience.com/review-squeezenet-image-classification-e7414825581a	https://towardsdatascience.com/review-squeezenet-image-classification-e7414825581a
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/squeezenet.png
https://paperswithcode.com/method/channel-shuffle#	https://paperswithcode.com/method/channel-shuffle
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/shufflenet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/channelshuffle.png
https://lilianweng.github.io/lil-log/2020/08/06/neural-architecture-search.html	https://lilianweng.github.io/lil-log/2020/08/06/neural-architecture-search.html
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/efficientnet.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/resmlp.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch/blob/main/Images/efficientnetv2.png
	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#acknowledgement
Phil Wang	https://github.com/lucidrains
Ross Wightman	https://github.com/rwightman
deep-neural-networks	https://patch-diff.githubusercontent.com/topics/deep-neural-networks
deep-learning	https://patch-diff.githubusercontent.com/topics/deep-learning
pytorch	https://patch-diff.githubusercontent.com/topics/pytorch
vgg	https://patch-diff.githubusercontent.com/topics/vgg
densenet	https://patch-diff.githubusercontent.com/topics/densenet
resnet	https://patch-diff.githubusercontent.com/topics/resnet
convolutional-neural-networks	https://patch-diff.githubusercontent.com/topics/convolutional-neural-networks
inception	https://patch-diff.githubusercontent.com/topics/inception
googlenet	https://patch-diff.githubusercontent.com/topics/googlenet
mobilenetv2	https://patch-diff.githubusercontent.com/topics/mobilenetv2
pytorch-implementation	https://patch-diff.githubusercontent.com/topics/pytorch-implementation
alexnet-pytorch	https://patch-diff.githubusercontent.com/topics/alexnet-pytorch
vision-transformer	https://patch-diff.githubusercontent.com/topics/vision-transformer
squeezenet-model	https://patch-diff.githubusercontent.com/topics/squeezenet-model
mlp-mixer	https://patch-diff.githubusercontent.com/topics/mlp-mixer
Readme	https://patch-diff.githubusercontent.com/Mayurji/Image-Classification-PyTorch#readme-ov-file
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