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tianyu06030020's Projects

lemo

Official Pytorch implementation for 2021 ICCV paper "Learning Motion Priors for 4D Human Body Capture in 3D Scenes" and trained models / data

lstm-for-chinese-punctuation-restoration

基于Pytorch 1.0 实现的中文断句与标点符号恢复。

lvd

Code for the paper Learned Vertex Descent: A New Direction for 3D Human Model Fitting (ECCV 2022)

meshgraphormer

Research code of ICCV 2021 paper "Mesh Graphormer"

minimal-hand

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

minimal-ik

Solving SMPL/MANO parameters from keypoint coordinates.

mmaction

An open-source toolbox for action understanding based on PyTorch

mmgcn

MMGCN: Multi-modal Graph Convolution Network forPersonalized Recommendation of Micro-video

We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance

mtcnn_caffe

Simple implementation of kpzhang93's paper from Matlab to c++, and don't change models.

mvsmplfitting

A multi-view SMPL fitting based on smplify-x

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

numpy-ml

Machine learning, in numpy

numpy_cnn

Implement Neural Network only with Numpy

object-tracker

Object Tracker written in Python using dlib and OpenCV

omgd

Online Multi-Granularity Distillation for GAN Compression (ICCV2021)

opencv-ffmpeg-rtmp-stream

OpenCV FFMpeg Live Video Stream over RTMP protocol.

openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

openseeface

Robust realtime face and facial landmark tracking on CPU with Unity integration

p2r-gcn

GCN based paper-researcher recommendation, SJTU EE447 course project.

paddlevideo

基于模块化的设计，提供丰富的视频算法实现、产业级的视频算法优化与应用，包括安防、体育、互联网、媒体等行业的动作定位与识别、行为分析、智能封面、视频标注、视频打标签等，涵盖动作识别与视频分类、动作定位、动作检测、多模态文本视频检索等技术。

person_reid_baseline_pytorch

A tiny, friendly, strong pytorch implement of person re-identification baseline. Tutorial 👉https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial

pfld

Implementation of PFLD A Practical Facial Landmark Detector , reference to https://arxiv.org/pdf/1902.10859.pdf

physcap_demo_release

PhysCap: Physically Plausible Monocular 3D Motion Capture in Real Time The implementation is based on [SIGGRAPH Aisa'20](https://vcai.mpi-inf.mpg.de/projects/PhysCap/).

posetriplet

[CVPR 2022] PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision (Oral)

px4-autopilot

PX4 Autopilot Software

pyannote-video

Face detection, tracking and clustering in videos

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

recommendation-system

A Recommendation System based on Tensorflow using FNN and CNN.

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