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magi803's Projects

alae

[CVPR2020] Adversarial Latent Autoencoders

cuhkrlcourse.github.io

CUHK Reinforcement Learning Course

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

darts.pytorch1.1

Implementation with latest PyTorch (v1.1) for multi-gpu DARTS https://arxiv.org/abs/1806.09055

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep_sort_pytorch

MOT tracking using deepsort and yolov3 with pytorch

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

ganlab

GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks

introrl

Intro to Reinforcement Learning (强化学习纲要）

mobilenetv2-yolov3

yolov3 with mobilenetv2 and efficientnet

muzero-general

MuZero

neural-processes

PyTorch implementation of Neural Processes

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

paddleslim

PaddleSlim is an open-source library for deep model compression and architecture search.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-yolov4

Minimal PyTorch implementation of YOLOv4

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

rlexample

Some basic examples of playing with RL

sc2ai

星际2 AI中文教程 StarCraft2 AI with python-sc2/pysc2 API

slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

slowfast-network-pytorch

An easy PyTorch implement of SlowFast-Network

u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

videopose3d

Efficient 3D human pose estimation in video using 2D keypoint trajectories

yet-another-efficientdet-pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

yolov3-tiny-deepsort-pytorch-cardetection

yolov3_tiny(add SE model)(pytorch 1cls for car),deep_sort(pytorch),mx150 GPU, 14 avg_fps

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