A framework to train and optimize light convolutional networks, also includes a very fast Chainer/Cupy training using extreme learning machine as output layer
Run directly in Google Colab:
Code in support of the paper:
Radu Dogaru, Ioana Dogaru, "LB-CNN: An Open Source Framework for Fast Training of Light Binary Convolutional Neural Networks using Chainer and Cupy", https://arxiv.org/ftp/arxiv/papers/2106/2106.15350.pdf
Other relevant papers:
R. Dogaru and I. Dogaru, "Fast Training of Light Binary Convolutional Neural Networks using Chainer and Cupy," 2020 12th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 2020, pp. 1-4. https://ieeexplore.ieee.org/document/9223156