FBA_Matting

Image Matting Model

A deep learning model for image matting that provides foreground, background, and alpha predictions

Official repository for the paper F, B, Alpha Matting

GitHub

469 stars
33 watching
95 forks
Language: Jupyter Notebook
last commit: over 3 years ago
alphamattingcomputer-visiondeep-image-mattingdeep-learningdeep-mattingfba-mattingmattingpytorch

Related projects:

RepositoryDescriptionStars
marcoforte/closed-form-mattingProvides an implementation of image matting and background/foreground reconstruction from images with scribbles or trimaps.438
joker316701882/deep-image-mattingAn implementation of a deep learning model for separating foreground and background in images626
marcoforte/poisson-mattingPython implementation of an image matting method using Poisson equations49
huochaitiantang/pytorch-deep-image-mattingDeep learning implementation of image matting, aiming to separate foreground and background from input images.293
foamliu/deep-image-matting-pytorchAn implementation of deep image matting in PyTorch using a neural network architecture.821
dingzeyuli/knn-mattingAn implementation of KNN Matting, a technique for segmenting foreground from background in images.150
pymatting/pymattingA Python library for alpha matting algorithms and foreground estimation methods.1,791
aisegmentcn/matting_human_datasetsA large dataset of human matting images and corresponding results for training person segmentation models.615
dingkeyan93/active-contour-model-matlabA collection of Matlab code implementing various active contour models for image segmentation.66
radimspetlik/si-ddpm-fmoA Python-based framework for training and evaluating deep learning models for single-image deblurring, shape, and trajectory recovery of fast-moving objects.5
autodistill/autodistillAutomatically trains models from large foundation models to perform specific tasks with minimal human intervention.2,022
matifali/dockerdlA Docker image for deep learning environments with pre-installed packages and tools78
auralius/lugreA MATLAB implementation of a friction model used in control systems34
researchmm/sttnProposes a deep learning model to fill missing regions in video frames and generate completed videos480
andrewssobral/mctc4bmiAn implementation of algorithms for initializing background models in computer vision using matrix and tensor completion techniques107