matting

There are 20 repositories under matting topic.

• RobustVideoMatting

  PeterL1n / RobustVideoMatting

  Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

  computer-visionmachine-learningaimattingdeep-learning
  Language:Python 8189
• BackgroundMattingV2

  PeterL1n / BackgroundMattingV2

  Real-Time High-Resolution Background Matting

  computer-visionmachine-learningmattingreal-time
  Language:Python 6673

• open-mmlab / mmagic

  OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

  super-resolutioninpaintingmattingimage-generationgenerative-adversarial-networkpytorchdeep-learningvideo-interpolationvideo-frame-interpolationvideo-super-resolutioncomputer-visionimage-editingimage-processingimage-synthesisdiffusiontext2imageaigcgenerative-aidiffusion-models
  Language:Jupyter Notebook 6592

• OPHoperHPO / image-background-remove-tool

  ✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

  background-removalbackground-removal-jsbasnetcomputer-visiondeeplabv3dockerfastapimachine-learningmattingpythonpytorchremove-backgroundsalient-object-detectionsegmentationtorchtransfer-learningtrimapu2net
  Language:Python 1242

• foamliu / Deep-Image-Matting

  Deep Image Matting

  computer-visiondeep-learningmatting
  Language:Python 947

• JizhiziLi / GFM

  [IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting

  mattingimage-mattinganimal-mattingcompositionsegmentationdatasets
  Language:Python 901

• xinntao / facexlib

  FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

  alignmentassessmentdeep-learningdetectionfaceheadposemattingparsingpytorchrecognitiontracking
  Language:Python 746

• Joker316701882 / Deep-Image-Matting

  This is tensorflow implementation for paper "Deep Image Matting"

  computer-visiondeeplearningmatting
  Language:Python 626

• lizhengwei1992 / Semantic_Human_Matting

  Semantic Human Matting

  mattingsegmentation
  Language:Python 522

• MarcoForte / FBA_Matting

  Official repository for the paper F, B, Alpha Matting

  alphamattingcomputer-visiondeep-image-mattingdeep-learningdeep-mattingfba-mattingmattingpytorch
  Language:Jupyter Notebook 454

• MarcoForte / closed-form-matting

  Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

  image-mattingimage-processinglaplacianmattingpython
  Language:Python 434

• Yaoyi-Li / GCA-Matting

  Official repository for Natural Image Matting via Guided Contextual Attention

  alpha-imagesalphamattingdeep-image-mattingmattingpytorch
  Language:Python 387

• JizhiziLi / AIM

  [IJCAI'21] Deep Automatic Natural Image Matting

  automatic-image-mattingdatasetsimage-mattingmatting
  Language:Python 371

• huochaitiantang / pytorch-deep-image-matting

  Pytorch implementation of deep image matting

  deep-learningmatting
  Language:Python 296

• JizhiziLi / P3M

  [ACM MM 2021] Privacy-Preserving Portrait Matting

  image-mattingmattingportrait-mattingportrait-segmentation
  Language:Python 276

• cxgincsu / SemanticGuidedHumanMatting

  Robust Human Matting via Semantic Guidance, ACCV 2022.

  human-segmentationmatting
  Language:Python 206

• JizhiziLi / RIM

  [CVPR 2023] Referring Image Matting

  cross-modalimage-mattingimage-segmentationmattingmultimodal
  198

• CDOTAD / AlphaGAN-Matting

  This project is an unofficial implementation of AlphaGAN: Generative adversarial networks for natural image matting published at the BMVC 2018

  pytorchganmatting
  Language:Python 152

• leijue222 / portrait-matting-unet-flask

  Portrait Mating implementation in UNet with PyTorch.

  pytorchmattingsegmentationflaskportrait
  Language:Python 152
• knn-matting

  dingzeyuli / knn-matting

  Source Code for KNN Matting, CVPR 2012 / TPAMI 2013. MATLAB code ready to run. Simple and robust implementation under 40 lines.

  knnnearest-neighbor-searchmattingvisionsegmentationforegroundknn-mattingvlfeat
  Language:MATLAB 150

• MarcoForte / knn-matting

  Python implementation of KNN Matting, CVPR 2012 / TPAMI 2013 http://dingzeyu.li/projects/knn/

  pythonmattingimage-processingknn-matting
  Language:Python 128

• Zeyi-Lin / HivisionIDPhotos

  ⚡️HivisionIDPhotos: a lightweight and efficient AI ID photos tools. 一个轻量级的AI证件照制作算法。

  demogradioidphotomachine-learningmattingtoolscnndockerface-recognitionfastapimtcnnunet
  Language:Python 126

• MarcoForte / DeepInteractiveSegmentation

  Getting to 99% Accuracy in Interactive Segmentation and Interactive Training and Architecture for Deep Object Selection

  interactive-segmentationmattingpytorchdeep-learningobject-selection
  Language:Jupyter Notebook 113

• DefTruth / RVM-Inference

  🔥Robust Video Matting C++ inference toolkit with ONNXRuntime、MNN、NCNN and TNN, via lite.ai.toolkit.

  cppmattingmnnncnnonnxonnxruntimerobustvideomattingtnn
  Language:C++ 109

• cvlab-stonybrook / SID

  Official implementation for ICCV19 "Shadow Removal via Shadow Image Decomposition"

  shadowshadow-removaliccv2019iccvillumination-modelmatting
  Language:Jupyter Notebook 90

• guanyingc / TOM-Net

  TOM-Net: Learning Transparent Object Matting from a Single Image (CVPR 2018 Spotlight)

  mattingtransparenttorch
  Language:Lua 90

• HymEric / Segmentation-Series-Chaos

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

  deeplabhuman-mattinghuman-parsinghuman-segmentationmattingmmnetsegmentationsemantic-segmentation
  78
• BackgroundMattingV2-TensorFlow

  PeterL1n / BackgroundMattingV2-TensorFlow

  TensorFlow implementation of Real-Time High-Resolution Background Matting

  computer-visionmachine-learningmatting
  Language:Python 77

• Photoroom / fast-foreground-estimation

  Official repository for the paper Approximate Fast Foreground Colour Estimation. ICIP 2021.

  compositingmattingbackground-removal
  Language:Jupyter Notebook 48

• MarcoForte / poisson-matting

  Python implementation of Poisson matting method

  poisson-mattingpythonnumpymattingpoisson-equation
  Language:Python 47

• AIDajiangtang / MODNET-Matting-tool

  基于深度学习的抠图工具(Deeplearning based image matting tool)

  deep-learningmattingmodnetmodnetv2
  Language:C# 40

• adumrewal / imageMatting

  Simplified Deep Image Matting training code with keras on tensorflow

  deep-image-mattingdeep-learningdeep-neural-networksmodel-trainingflexible-codeforeground-segmentationforeground-detectionforeground-backgroundbackground-imageforeground-extractionforeground-segmentation-networkimage-segmentationimage-mattingmattingcomputer-visionbackground-subtractionbackground-removal
  Language:Python 39

• Charmve / TimeWarp

  🐶 「Updating ...」Replacing Real-Time the High-Resolution Meeting Background Freely

  meetingonline-meetingsmattingbackground-mattingzoomreal-timecommunicationvideo-callvideo-chatvideo-conferencingbackground-replacingrealtime-messagingvirtual-realitycharmve
  Language:Python 30

• hudengjunai / Deep-Image-Matting

  对图片进行精细分割，a pytorch implemenation for Deep Image Matting paper

  imagematting
  Language:Python 30

• HymEric / AIWebMatting

  This is a web project about auto-matting with deep learning tech, which can be used in image merge, poster generate, video editing etc.

  deep-learninghuman-segmentationimage-mergeimage-synthesismattingportrait-mattingsegmentationvideo-editingweb
  Language:JavaScript 26

• guanyingc / TOM-Net_Rendering

  TOM-Net: Learning Transparent Object Matting from a Single Image, CVPR 2018

  mattingtransparentpov-ray
  Language:Python 23