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This repository contains the implementation of various popular deep learning models from scratch in TensorFlow/Keras. The models implemented here are ResNet50, MobileNet, AlexNet, and InceptionNet

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Deepchavda007/Research_Paper_Scratch_Implement

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.ipynb_checkpoints

.ipynb_checkpoints

 
 

Alex_Net_Keras.ipynb

Alex_Net_Keras.ipynb

 
 

Alex_Net_Pytorch.ipynb

Alex_Net_Pytorch.ipynb

 
 

Inception_Net.ipynb

Inception_Net.ipynb

 
 

Mobile_Net.ipynb

Mobile_Net.ipynb

 
 

README.md

README.md

 
 

Resnet_50.ipynb

Resnet_50.ipynb

 
 

custom_dataset.py

custom_dataset.py

 
 

dataloaders.py

dataloaders.py

 
 

model.py

model.py

 
 

test.py

test.py

 
 

train.py

train.py

 
 

utils.py

utils.py

 
 

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Deep Learning Models from Scratch in Keras/Pytorch.

THIS REPOSITORY IS DEPRECATED. USE THE MODULE keras.applications INSTEAD.

This repository contains code for the following Keras models:

  • ResNet50
  • Inception v3
  • MobileNet
  • AlexNet

All architectures are compatible with Keras.

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This repository contains the implementation of various popular deep learning models from scratch in TensorFlow/Keras. The models implemented here are ResNet50, MobileNet, AlexNet, and InceptionNet

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tensorflow keras alexnet resnet-50 inception-net mobile-nets

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