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Top 10 Python video-object-segmentation Projects
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Track-Anything
Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.
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InfluxDB
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GLEE
[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale (by FoundationVision)
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MiVOS
[CVPR 2021] Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion. Semi-supervised VOS as well!
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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UniTrack
[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset). (by Zhongdao)
I was doing rotoscoping for a silhouette of a girl dancing in front of a building, then I saw this amazing tool: https://github.com/gaomingqi/Track-Anything
Project mention: [D] Which open source models can replicate wonder dynamics's drag'n'drop cg characters? | /r/MachineLearning | 2023-06-11Use Segmentation Model (SAM) combined with Inpainting model (E2FGVI) and Xmem to cut out the live action subject.
Part of this process can be a remastering step also for old videos. Masking backgrounds across frames and performing super-resolution with all known references and scaling details for characters using fine-tuned models for each actor. We have a lot new SAM tools to assist with this process. It probably won't be magically done for a while, but a few people could remaster a show rather than a large team.
Python video-object-segmentation related posts
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Keying/masking person on a footage
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Advice for multi-animal tracking for scientific research?
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[D] Which open source models can replicate wonder dynamics's drag'n'drop cg characters?
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Tutorial for Track-Anything, an interactive tool to segment, track, and inpaint anything in videos.
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Tutorial for Track-Anything, an interactive tool to segment, track, and inpaint anything in videos.
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Github for Track Anything
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Segment Anything for Video - Track Anything! 🤖
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A note from our sponsor - InfluxDB
www.influxdata.com | 24 May 2024
Index
What are some of the best open-source video-object-segmentation projects in Python? This list will help you:
Project | Stars | |
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1 | Track-Anything | 6,138 |
2 | XMem | 1,608 |
3 | UNINEXT | 1,446 |
4 | Unicorn | 942 |
5 | GLEE | 921 |
6 | sam-pt | 907 |
7 | MiVOS | 452 |
8 | UniTrack | 335 |
9 | MOSE-api | 294 |
10 | tcow | 37 |
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