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Local-Binary-Convolutional-Neural-Network

This repo contains my implementation of Local Binary Convolutional Neural Network (LBCNN) (https://arxiv.org/abs/1608.06049).

The tested architecture used

512 randomly generated anchor weights (LBC filters)
10 LBC blocks (20 convolutional layers)
16 output channels in each LBC block
384 hidden units in the fully connected layer

We achieve 79.23% accuracy as the same architecture was refered to get 82.74% in the original article.