sam3
SAM 3 (facebookresearch/sam3)
Overview
Build, integrate, fine-tune, and evaluate Meta SAM 3 with reproducible commands and minimal setup friction.
Quick Routing
| User intent | Action |
|---|---|
| Install SAM 3 and run first inference | Follow setup in references/setup-and-inference.md |
| Add SAM 3 to an existing Python app | Generate starter code with scripts/create_inference_starter.py and adapt API calls |
| Verify environment before setup/inference | Run scripts/sam3_preflight_check.py |
| Fine-tune on custom data | Use references/training-and-eval.md training flow and config guidance |
| Run SA-Co benchmarks or eval custom predictions | Use eval commands in references/training-and-eval.md and upstream scripts/eval/* docs |
| Debug runtime failures | Run the troubleshooting checklist in references/setup-and-inference.md |
Core Workflow
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