interactive-segmentation

Open-source projects categorized as interactive-segmentation
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Language: + Python + Jupyter Notebook + ShaderLab
Topics: video-object-segmentation video-segmentation segment-anything Tracking open-vocabulary-video-segmentation
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Top 5 interactive-segmentation Open-Source 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.

  • Segment-and-Track-Anything

    An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

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  • GLEE

    [CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale (by FoundationVision)

    • Project mention: FLaNK AI - 01 April 2024 | dev.to | 2024-04-01

  • MiVOS

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

  • XRIV

    Interactive Defect Quantification through Extended Reality

  • 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).

interactive-segmentation related posts

  • Segment Anything with Object Tracking in Video

    1 project | news.ycombinator.com | 19 Apr 2023

  • [Medical Segmentation] The all-in-one 3D medical image segmentation toolkit. From data annotation to model deployment, you are welcome to try it all！

    1 project | /r/ArtificialInteligence | 19 Dec 2022

  • [N][R] SOTA Real-Time Semantic Segmentation Model Implemented by Python

    1 project | /r/Python | 12 Dec 2022

  • [P] New Features of Image Segmentation Project PaddleSeg (6k stars)

    1 project | /r/artificial | 1 Dec 2022

  • [Trending Summary] neurips @ 2022-11-28 09:55

    1 project | /r/SummaryLab | 28 Nov 2022

  • [P] Awesome Interactive Segmentation Improves 10X Segmentation Annotation Efficiency (6k star)

    1 project | /r/deeplearning | 28 Nov 2022

  • Open-source SOTA Solution for Portrait and Human Segmentation (5.7k stars)

    1 project | /r/programming | 17 Nov 2022
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    www.influxdata.com | 20 May 2024
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Index

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

Project Stars
1 PaddleSeg 8,295
2 Segment-and-Track-Anything 2,485
3 GLEE 921
4 MiVOS 452
5 XRIV 7

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