human-segmentation

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PaddlePaddle /PaddleSeg

Star9.2k

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

transformer image-segmentation autonomous-driving lane-detection semantic-segmentation video-segmentation image-matting medical-image-segmentation interactive-segmentation panoptic-segmentation human-segmentation

UpdatedNov 21, 2025
Python

thuyngch /Human-Segmentation-PyTorch

Star573

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

deep-learning pytorch unet semantic-segmentation deeplab pspnet icnet bisenet portrait-segmentation human-segmentation

UpdatedNov 22, 2022
Jupyter Notebook

cxgincsu /SemanticGuidedHumanMatting

Star268

Robust Human Matting via Semantic Guidance, ACCV 2022.

matting human-segmentation

UpdatedMar 8, 2024
Python

p-ranav /PhotoLab

Star201

AI-Powered Photo Editor (Python, PyQt6, PyTorch)

python opencv interactive numpy cuda scikit-image pillow python3 pytorch photo-editor colorization stacking portrait-mode nuitka human-segmentation animegan pyqt6 pyqt6-desktop-application spot-removal

UpdatedNov 23, 2023
Python

awslabs /aws-ai-solution-kit

Star184

Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Segmentation, Human Attribute Recognition, Pornography Detection, Image Super Resolution, Text Similarity, Car License Plate, etc.

machine-learning ocr deep-learning text-similarity traditional-chinese face-recognition simplified-chinese optical-character-recognition super-resolution ocr-recognition image-similarity chinese-ocr human-segmentation car-license-plate-recognition

UpdatedDec 5, 2025
Python

HymEric /Segmentation-Series-Chaos

Star80

Summary and experiment includes basic segmentation, human segmentation, human or portrait matting for both image and video.

segmentation semantic-segmentation human-parsing matting deeplab human-segmentation human-matting mmnet

UpdatedFeb 16, 2020

creativeIKEP /SelfieSegmentationBarracuda

Star49

SelfieSegmentationBarracuda is a human segmentation neural network that runs the Mediapipe Selfie Segmentation on the Unity Barracuda.

deep-learning neural-network unity segmentation barracuda human-segmentation mediapipe selfie-segmentation

UpdatedOct 5, 2021
C#

creativeIKEP /VirtualBackgroundCamera

Star41

VirtualBackgroundCamera is a virtual camera application that allows you to use a virtual background in any applications.

unity zoom virtual-camera google-meet human-segmentation virtual-background virtual-background-camera vbc

UpdatedOct 5, 2021
C#

hpc203 /PP-MattingV2-onnxrun-cpp-py

Star35

使用ONNXRuntime部署百度PaddleSeg发布的实时人像抠图模型PP-MattingV2，一共包含18个onnx模型，依然是包含C++和Python两个版本的程序

human-segmentation human-matting

UpdatedSep 16, 2023
C++

natmlx /robust-video-matting-unity

Star32

Robust Video Matting for high-fidelity human segmentation in Unity Engine.

machine-learning computer-vision unity3d background-removal human-segmentation natml

UpdatedNov 30, 2023
C#

NVlabs /blade

Star31

Official PyTorch implementation of BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation (CVPR 2025). BLADE tackles close-range human mesh recovery where perspective distortion is strongest, and solves for camera pose and focal length in addition to SMPL(-X) parameters.