This is an implementation of binarized neural networks using Tensorflow. Based on https://arxiv.org/abs/1602.02830
Final Project for Neural Network course 2018-2019, UniversitĂ La Sapienza Roma
It's possible to start training networks on Cifar or MNIST datasets. At the end a plot about performance is printed. One can edit parameters inside each script.
python MNISTtrain.py or python cifarTrain.py
- [Visual Studio Code]
- [Tensorflow]
- [Python]
You can read our technical documentation about this project here PDF DOCUMENTATION
This project is under MIT license - LICENSE