richliao / richliao.github.io

Richard's deep learning blog

My ultimate bookmark!

##work environment setup## Deep learning setup

latest AMI - Nov 2016

OpenCV setup for conda

tensorflow installation with cuda 8

floydhub - deep learning setup

Deep learning hardware setup plus Raspi Pi

Caffe setup in Mac - hard

I have spent few days on Caffe and this is the only post work on my Mac

##Papers## SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth

##General Blog Github##

character level Hierachical convolutional LSTM network implementation Hierachical Keras implementation

Deep Language Modeling for Question Answering using Keras Attentional LSTM Keras example - inherit from LSTM class

Google Net - Inception V1 by Joelouis Martino Moving from Caffe to Keras

GAN training hack starter from "How to Train a GAN?" at NIPS2016

Alex Jung paper summary section

Great general blog covers PyTorch, Conditional VAE, Wesserstein VAE

##Style transfer, super resolution, image sythesize## spin off the link here

##Image fashion Search## Inception based Visual search by AKSHAYUBHAT

deep fashion landmark detection

TiefVision - End-to-end deep learning image-similarity search engine

##Chat bot## Chat blot pretrained with Reddit responses - tensorflow based

##Image processing## open cv tutorial

##Reddit/MachineLearning:##

why we need drop out Nice discussion and a collection of papers

##Talk and presentation## Russ Salakhutdinov - Slides from my tutorial on Deep Unsupervised Learning

Iyan Goodfellow Nips workshop - GAN and Generative model

##Dataset## Columbia big data link