Jia Li's Projects
常用书籍
Convolutional Pose Machine in TensorFlow
My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition
cs231n assignments
The correct way to implement GAN in Keras.
记录小润学习的深度学习相关,首先是 Caffe、TensorFlow、Theano、Keras 框架,之后再补充 Torch
Enumerate diverse machine learning training tricks.
Fast and accurate 3D hand pose estimation from single depth images
fast rcnn and yolo
A tool using OpenCV to annotate images for image classification, optical character reading, ...
The classical papers and codes about generative adversarial nets
Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.
Code, demo and poster for our paper "Local Regression Based Hourglass Network for Hand Pose Estimation from a Single Depth Image"
Network estimating 3D Handpose from single color images
have a try
My Blog
Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation
code for the paper "Improved Techniques for Training GANs"
the collections of CV or AI related journals
A Simply Example to show how to use Keras model in multiple processes to do the prediction
Experimental keras implementation of novel neural network structures
the keras implement of the Realtime Multi-Person Pose Estimation
machine learning and deep learning tutorials, articles and other resources
A part of code for "Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation"
Code for "Greedy Offset-Guided Keypoint Grouping for Human Pose Estimation"
Oxford Deep NLP 2017 course
Personal picture bed repo