Video support for SAM2 #8
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…used ontology entry
Feature/video sam trackid
2 tasks
Approach is based on the idea of running SAM2 Image predictor on each frame and propogating the mask and box prompts. A global data structure is tracking frame by frame change of ids, Ids are combined if the IOU between masks are greater than a threshold, and new Ids are added. It is an expensive approach as you have to run the image propogation is SAM2 for every frame. |
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@capjamesg let me know what you think |
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https://imgur.com/a/jIxYTMf
Added the ability to track objects over time with SAM2 and grounding DINO, the idea of it from IDEA-Research Grounded SAM implementation.