/convnets

A few convnet implementations based on famous papers

convnets

A collection of conv net implementations and descriptions

The nets in this project are based upon the following papers

Status

This is very much a WIP and will be updated very (very) slowly

image recognition

http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf

https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf

https://arxiv.org/pdf/1409.1556.pdf

https://arxiv.org/pdf/1512.03385.pdf

https://arxiv.org/pdf/1312.4400.pdf

inception https://arxiv.org/pdf/1409.4842.pdf

detection and localisation

https://arxiv.org/pdf/1312.6229.pdf

yolo https://arxiv.org/pdf/1506.02640.pdf

https://arxiv.org/pdf/1612.08242.pdf

https://arxiv.org/pdf/1311.2524.pdf

style transfer

https://arxiv.org/pdf/1508.06576.pdf