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The Top 23 Video Segmentation Open Source Projects

Open source projects categorized as Video Segmentation
Categories > Video Segmentation
Paddleseg ⭐ 7,961
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.
dependent packages 4total releases 10most recent commit 3 months agopypi paddleseg} Downloads
Xmem ⭐ 1,511
[ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
most recent commit 3 months ago
Min_max_similarity ⭐ 949
A contrastive learning based semi-supervised segmentation network for medical image segmentation
most recent commit 10 months ago
Tracking Anything With Deva ⭐ 868
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
most recent commit 3 months ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22most recent commit 2 years agopypi pixellib} Downloads
Stcn ⭐ 498
[NeurIPS 2021] Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
most recent commit 6 months ago
Osvos Pytorch ⭐ 434
PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)
most recent commit 5 years ago
Mivos ⭐ 427
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
most recent commit 6 months ago
Maskfreevis ⭐ 337
Mask-Free Video Instance Segmentation [CVPR 2023]
most recent commit a year ago
Cutie ⭐ 288
[arXiv 2023] Putting the Object Back Into Video Object Segmentation
most recent commit 4 months ago
Cosnet ⭐ 264
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)
most recent commit 3 years ago
Mose Api ⭐ 237
[ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes
most recent commit 5 months ago
Unsupervised Video ⭐ 223
[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web
most recent commit 5 years ago
Ags ⭐ 209
Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)
most recent commit a year ago
Tfvos ⭐ 150
Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
most recent commit 5 years ago
Videoseg ⭐ 139
[CVPR 2017] Video motion segmentation and tracking
most recent commit 7 years ago
Fgsegnet ⭐ 133
FgSegNet: Foreground Segmentation Network, Foreground Segmentation Using Convolutional Neural Networks for Multiscale Feature Encoding
most recent commit 5 years ago
Semantic_seg_paper_collection ⭐ 128
most recent commit 10 months ago
Dvsnet ⭐ 113
Modified implementation for DVSNet based on Tensorflow
most recent commit 5 years ago
Fusionseg ⭐ 106
Video Object Segmentation
most recent commit 6 years ago
Mask Propagation ⭐ 93
[CVPR 2021] MiVOS - Mask Propagation module. Reproduced STM (and better) with training code 🌟. Semi-supervised video object segmentation evaluation.
most recent commit 2 years ago
Fsnet ⭐ 62
Full-Duplex Strategy for Video Object Segmentation, ICCV, 2021.
most recent commit 8 months ago
Objectflow ⭐ 60
Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016
most recent commit 6 years ago
The 2 Most Depended On Video Segmentation Open Source Projects
The 3 Latest Releases In Video Segmentation Open Source Projects
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