sh's Projects
The Pytorch implementation for "Semantic Graph Convolutional Networks for 3D Human Pose Regression" (CVPR 2019).
smplx cpp version
Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch
Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition
3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
Code for Talk-to-Edit (ICCV2021). Paper: Talk-to-Edit: Fine-Grained Facial Editing via Dialog.
The invention relates to a method for cartoon face data synthesis.
Computation using data flow graphs for scalable machine learning
TNN: developed by Tencent Youtu Lab and Guangying Lab, a lightweight and high-performance deep learning framework for mobile inference. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework. TNN:由腾讯优图实验室和光影实验室协同打造,移动端高性能、轻量级推理框架,同时拥有跨平台、高性能、模型压缩、代码裁剪等众多突出优势。TNN框架在原有Rapidnet、ncnn框架的基础上进一步加强了移动端设备的支持以及性能优化,同时也借鉴了业界主流开源框架高性能和良好拓展性的优点。目前TNN已经在手Q、微视、P图等应用中落地,欢迎大家参与协同共建,促进TNN推理框架进一步完善。
PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)
Everything about Transfer Learning and Domain Adaptation--迁移学习
垃圾桶满溢检测,机器学习
💎1MB lightweight face detection model (1MB轻量级人脸检测模型)
nvidia vid2vid pose to body analysis
Efficient 3D human pose estimation in video using 2D keypoint trajectories
Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions
A simple weather API using web Socket / HTTP server with Tornado
中科院软件所XLab机器人组实习生社区,包含内训和日常工作,通过git+wiki来协作。