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Convolutional Neural Network implemenation from scratch in python numpy

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feature_maps
feature_maps
 
 
lenet_numpy
lenet_numpy
 
 
lenet_tensorflow
lenet_tensorflow
 
 
visualize_feature_maps
visualize_feature_maps
 
 
LICENSE
LICENSE
 
 
Readme.md
Readme.md
 
 
Report.pdf
Report.pdf
 
 

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LeNet-5 (CNN)

CS698U (Computer Vision)

  • Python (Numpy) Implementation (lenet_numpy)
  • Tensorflow Implementation (lenet_tensorflow)

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Convolutional Neural Network implemenation from scratch in python numpy

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python machine-learning computer-vision deep-learning tensorflow numpy cnn convolutional-neural-networks lenet5 scratch-implementation

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