Zhefan Ye's repositories
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
awesome-deep-vision
A curated list of deep learning resources for computer vision
babyai
BabyAI platform. A testbed for training agents to understand and execute language commands.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
deeplab-pytorch
PyTorch implementation of DeepLab (ResNet) + COCO-Stuff
DeepRL
Modularized Implementation of Deep RL Algorithms in PyTorch
faster_rcnn_pytorch
Faster RCNN with PyTorch
FastMaskRCNN
Mask RCNN in TensorFlow
Hierarchical-Actor-Critic-HAC-PyTorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
ObjectFlow
Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016
pointnet.pytorch
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
PyGame-Learning-Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
reinforcement-learning
Reinforcement learning baseline agent trained with the Actor-critic (A3C) algorithm.
rl-baselines3-zoo
A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
ros-travis-integration
ROS package continuous integration using travis-CI
SGI
Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021)
tensorflow-fcn
An Implementation of Fully Convolutional Networks in Tensorflow.