Zengming(Zack) Shen's repositories
3DMPPE_ROOTNET_RELEASE
Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
BackgroundMattingV2
Real-Time High-Resolution Background Matting
BGMv2-webcam-plugin-linux
A Linux webcam plugin for BGMv2 as used in our demos.
BlazePose-tensorflow
Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
idinvert
ECCV'20 paper `In-Domain GAN Inversion for Real Image Editing` code
Image-Quality-Assessment-Benchmark
A collection of state-of-the-art image quality assessment algorithms
kubric
A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.
lightweight-human-pose-estimation-3d-demo.pytorch
Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.
machine-learning-interview
Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc.
machine-learning-interview-enlightener
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
machine-learning-systems-design
A booklet on machine learning systems design with exercises
mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
metrabs
Estimate absolute 3D human poses from RGB images.
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
ML_prep
Machine Learning interview prep guide
MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
MobileHumanPose
This repo is official PyTorch implementation of MobileHumanPose: Toward real-time 3D human pose estimation in mobile devices(CVPRW 2021).
my_new_docker_build
test dockerfile
openpose_train
Training repository for OpenPose
PoseEstimation-TFLiteSwift
The baseline project for inferencing various Pose Estimation tflite models with TFLiteSwift on iOS
pytorchTutorial
PyTorch Tutorials from my YouTube channel
real-time-background-replacement
Real time background replacement using DeepLabv3 MobileNetv2 model for person segmentation and OpenCV for image processing.
RobustVideoMatting
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
RobustVideoMatting-1
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
stylegan
StyleGAN - Official TensorFlow Implementation
tf-blazepose
BlazePose - Super fast human pose detection on Tensorflow 2.x