Deep Visual-Semantic Alignments for Generating Image Descriptions(neuraltalk)

karpathy - Deep Visual-Semantic Alignments for Generating Image Descriptions(neuraltalk)

https://cs.stanford.edu/people/karpathy/deepimagesent/

https://github.com/karpathy/neuraltalk

https://github.com/karpathy/neuraltalk2

https://katefvision.github.io/LanguageGrounding/Slides/70.pdf

官方更新第二版的程式碼專案：https://github.com/karpathy/neuraltalk2

原始出處論文：http://arxiv.org/pdf/1412.2306v2.pdf

Pytorch實作版本

Neuraltalk2-pytorch (4 stars)

https://github.com/nke001/neuraltalk2.pytorch

neuraltalk2.pytorch     Python 2.7 (no coco-caption version for python 3)

https://github.com/raoyongming/neuraltalk2.pytorch

ImageCaptioning.pytorch (1500 stars)

https://github.com/ruotianluo/ImageCaptioning.pytorch

Tensorflow實作版本

Neuraltalk2 in tensorflow (2 stars)

https://github.com/yiyang92/neuraltalk2-tensorflow

neuraltalk2-tensorflow (58 stars)

https://github.com/ruotianluo/neuraltalk2-tensorflow

 https://ruotianluo.github.io/2016/08/04/neuraltalk2-tf/

Programming in Lua (first edition)

https://www.lua.org/pil/contents.html

https://opensourcedoc.com/lua-programming/

https://luarocks.org/modules/coderpuppy/nn

CSDN

https://yaoyz.blog.csdn.net/article/details/88817016

https://blog.csdn.net/Gavin__Zhou/article/details/51036540

https://blog.csdn.net/skin_wolf/article/details/106068566

https://machinelearningmastery.com/how-to-caption-photos-with-deep-learning/