technique

object multiplexing

techniqueactiveobject-multiplexing-9a3dc583·1 events·first seen 1mo ago

Aliases: object multiplexing

Co-occurring entities

SA-Co Segment Anything Playground Conservation X Labs SAM 3.1 NVIDIA H100 Osa Conservation Meta SAM 3D

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MMMU multi-agent architecture multi-agent coordination multi-agent systems MMS (Massively Multilingual Speech)OLMo mixed-autonomy traffic control multimodal embedding power oversubscription OFA (One-For-All)MMDP u-muP

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7Meta Ai Blog·1mo ago·source ↗

SAM 3.1: Meta Releases Faster Real-Time Video Segmentation Model with Object Multiplexing

Meta has released SAM 3.1, an incremental update to Segment Anything Model 3, introducing object multiplexing that allows tracking up to 16 objects in a single forward pass. This doubles video processing throughput from 16 to 32 FPS on a single H100 GPU, reducing GPU resource requirements and enabling real-time tracking on smaller hardware. SAM 3.1 is a drop-in replacement for SAM 3 and is available via updated model checkpoints and codebase. The broader SAM 3 release also includes text and exemplar prompting, a new Segment Anything Playground, the SA-Co evaluation dataset, and SAM 3D for 3D reconstruction.

Evaluation and Benchmarking Inference Economics SA-Co Segment Anything Playground Conservation X Labs +8 more