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Implementation of "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks"

License: Apache License 2.0

Jupyter Notebook 100.00%

xnor-net-pytorch-jupyter's Introduction

XNOR-Net-PyTorch-Jupyter

Implementation of "XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks"
with
PyTorch 1.1.0,
Python 3.7,
Jupyter Notebook,
Google Colab.

In Progress

Not completed yet.

References

[1]Rastegari, Mohammad, et al. "Xnor-net: Imagenet classification using binary convolutional neural networks." European Conference on Computer Vision. Springer, Cham, 2016.
[2]Courbariaux, Matthieu, et al. "Binarized neural networks: Training deep neural networks with weights and activations constrained to+ 1 or-1." arXiv preprint arXiv:1602.02830 (2016).
[3]https://github.com/jiecaoyu/XNOR-Net-PyTorch.

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