Jiankai-Sun

ORB_SLAM2

ORB_SLAM2 with map load/save function

GC-Net

Geometry and Context Network

Android-Camera2-API-Example

Mask-RCNN

Modified configuration of Mask-RCNN from https://github.com/matterport/Mask_RCNN for COCO

Bayes-Optimization

A lightweight MATLAB implementation of Bayesian Optimization for Hyperparamter optimization with or without constraints.

Proximal-Policy-Optimization-Pytorch

Proximal Policy Optimization(PPO) Algorithm and its distributed implementation in Pytorch

Trust-Region-Policy-Optimization-TensorFlow

Trust Region Policy Optimization (TRPO) - A Parallel Version

plate-pytorch

CapsNet-Collections

A collection of CapsNet implementations (Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017 )

FCN-Depth-Semantic

A3C-Gym-Pong

A3C Algorithm with Gym PongDeterministic Environment

Digital-Image-Processing

Distributed-TensorFlow-Example

About a cluster of TensorFlow servers, and how to distribute a computation graph across that cluster

SVM

Support Vector Machines(SVMs) implementation in MATLAB

Unity-Tutorials

CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error < 0.4%.

carla-rl

Reinforcement Learning Agents Trained in the CARLA Simulator

DeepMimic_mujoco

DeepMimic Mujoco version; Python only; No Bullet, No C++

dense_flow

Tools to extract dense optical flow from videos, based on OpenCV

GCNetwork

go-explore

Code for Go-Explore: a New Approach for Hard-Exploration Problems

gym-gridworld

Simple grid-world environment compatible with OpenAI-gym

gym-thor

OpenAI gym environment for THOR challenge

habitat-challenge

icra2017-visual-navigation

Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning

Keynote-to-Powerpoint

Applescript that converts keynote files to powerpoint.

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version