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Top 3 Python video-object-tracking 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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Object_Detection_Tracking
Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20
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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
Python video-object-tracking 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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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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How to adapt an existing Python project to my specific use case without bringing in unnecessary dependencies or reinventing the wheel
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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-tracking projects in Python? This list will help you:
Project | Stars | |
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1 | Track-Anything | 6,138 |
2 | Object_Detection_Tracking | 447 |
3 | UniTrack | 335 |
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