Deep-Image-Matting
Image segmentation model
An implementation of a deep learning model for separating foreground and background in images
This is tensorflow implementation for paper "Deep Image Matting"
626 stars
45 watching
188 forks
Language: Python
last commit: over 6 years ago
Linked from 1 awesome list
computer-visiondeeplearningmatting
Related projects:
Repository | Description | Stars |
---|---|---|
huochaitiantang/pytorch-deep-image-matting | Deep learning implementation of image matting, aiming to separate foreground and background from input images. | 293 |
abbypa/nnproject_deepmask | A deep learning implementation of an object segmentation algorithm. | 187 |
foamliu/deep-image-matting-pytorch | An implementation of deep image matting in PyTorch using a neural network architecture. | 821 |
marcoforte/fba_matting | A deep learning model for image matting that provides foreground, background, and alpha predictions | 469 |
marcoforte/closed-form-matting | Provides an implementation of image matting and background/foreground reconstruction from images with scribbles or trimaps. | 438 |
zhengpeng7/birefnet | An open-source implementation of an image segmentation model that combines background removal and object detection capabilities. | 1,484 |
preritj/segmentation | Deep learning models for semantic segmentation of images | 101 |
0bserver07/one-hundred-layers-tiramisu | An implementation of a state-of-the-art deep learning model for semantic image segmentation | 197 |
fabianbormann/tensorflow-deconvnet-segmentation | An implementation of a deep learning algorithm for image segmentation using convolutional neural networks | 220 |
dingzeyuli/knn-matting | An implementation of KNN Matting, a technique for segmenting foreground from background in images. | 150 |
vladkryvoruchko/pspnet-keras-tensorflow | An implementation of a deep learning model for image segmentation using TensorFlow and Keras | 394 |
nicolov/segmentation_keras | An implementation of a deep learning model for image segmentation using Keras and dilated convolutions | 301 |
aisegmentcn/matting_human_datasets | A large dataset of human matting images and corresponding results for training person segmentation models. | 615 |
webtoon/matteformer | A transformer-based image matting model using prior-tokens and self-attention mechanisms to remove background from images. | 223 |
abe404/root_painter | An open-source tool for training deep learning models for image analysis | 59 |