Python video-segmentation

Open-source Python projects categorized as video-segmentation
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Topics: Computer Vision Deep Learning Pytorch Segmentation video-object-segmentation
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Top 5 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.

  • XMem

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

    • Project mention: [D] Which open source models can replicate wonder dynamics's drag'n'drop cg characters? | /r/MachineLearning | 2023-06-11

    Use Segmentation Model (SAM) combined with Inpainting model (E2FGVI) and Xmem to cut out the live action subject.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • PixelLib

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

  • MiVOS

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

  • MOSE-api

    [ICCV 2023] MOSE: A New Dataset for Video Object Segmentation in Complex Scenes

  • SaaSHub

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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).

Index

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

Project Stars
1 PaddleSeg 8,253
2 XMem 1,594
3 PixelLib 1,014
4 MiVOS 448
5 MOSE-api 290

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