Code image classification of MNIST dataset using different architectures: simple linear NN, autoencoder, and highway network

Related tags

Deep Learningdeep-learningmnistautoencoderhighway-network
Overview

Deep Learning for image classification

pip install -r  http://webia.lip6.fr/~baskiotisn/requirements-amal.txt

Train an autoencoder

python3 train_autoencoder.py

Train a classical MLP for classification

python3 classif.py

Train a Highway network for classification

python3 train_highway.py
Owner
Hector Kohler
Master student in Computer Science at Sorbonne Universite. Passionate about Learning for Robotics. Want to learn more about software engineering and control.
Hector Kohler
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