Python video-segmentation

Open-source Python projects categorized as video-segmentation
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Topics: #Deep Learning #Computer Vision #Pytorch #Segmentation #image-segmentation
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Top 4 Python video-segmentation Projects

  • PaddleSeg

    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.

    Project mention: [Medical Segmentation] The all-in-one 3D medical image segmentation toolkit. From data annotation to model deployment, you are welcome to try it all！ | reddit.com/r/ArtificialInteligence | 2022-12-19

    EISeg-Med3D: https://github.com/PaddlePaddle/PaddleSeg/blob/develop/EISeg/med3d/README_en.md

  • XMem

    [ECCV 2022] XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

    Project mention: Track-Anything: a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything and XMem. | reddit.com/r/StableDiffusion | 2023-04-25

    Nvm just found the occlusion video on https://github.com/hkchengrex/XMem holy shit

  • CodiumAI

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  • PixelLib

    Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/

    Project mention: YOLOv6: Redefine state-of-the-art for object detection | news.ycombinator.com | 2022-06-29

  • MiVOS

    [CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!

    Project mention: Free instance segmentation annotation tool | reddit.com/r/computervision | 2023-02-08

    Mivos, you'll get assisted by a deep learning model https://github.com/hkchengrex/MiVOS

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-04-25.

Index

What are some of the best open-source video-segmentation projects in Python? This list will help you:

Project Stars
1 PaddleSeg 7,115
2 XMem 1,171
3 PixelLib 937
4 MiVOS 395

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