GitHub - Arity-T/convolution-nn-from-scratch: I made LeNet5 (one of the first convolution neural networks) in plain NumPy to classify digits from the MNIST dataset! Accuracy reaches 91.5% after one epoch :-)

Arity-T / convolution-nn-from-scratch Public

Notifications You must be signed in to change notification settings
Fork 0
Star 2

I made LeNet5 (one of the first convolution neural networks) in plain NumPy to classify digits from the MNIST dataset! Accuracy reaches 91.5% after one epoch :-)

2 stars 0 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
mnist		mnist
.gitignore		.gitignore
ConvolutionNeuralNetwork.ipynb		ConvolutionNeuralNetwork.ipynb
conv_params.csv		conv_params.csv

About

I made LeNet5 (one of the first convolution neural networks) in plain NumPy to classify digits from the MNIST dataset! Accuracy reaches 91.5% after one epoch :-)

python mnist convolutional-neural-network from-scratch numpy-neural-network