tamserve
github.com/aryamandarda/tamserve- Category
- AI Tools
- Rank
- No. 1676Tools index
- Pricing
- Open Source
- Type
- TOOL
- GitHub
- 12 stars
- Latest release
- v0.2.0
- Date
About
tamserve is a serving engine for live, multi-camera object tracking with the SAM 2 and EdgeTAM models. One copy of the model per GPU serves every camera, which the README reports uses about a quarter of the GPU memory of per-camera copies at eight cameras while producing the same masks. A router places cameras across several GPUs, and new objects can be started on any frame.
Why it made the leaderboard
Applies LLM-server-style batching to video tracking, so many cameras share one SAM 2 model with far less GPU memory and unchanged masks.
Tags
object-trackingsam2edgetamvideogpupytorch
Tech Stack
Python
Media
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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.