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Docs: update inference guide (visdet APIs + FiftyOne batching)#1120

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GeorgePearse merged 3 commits intomainfrom
feat/fiftyone-multigpu-inference-v2
Dec 30, 2025
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Docs: update inference guide (visdet APIs + FiftyOne batching)#1120
GeorgePearse merged 3 commits intomainfrom
feat/fiftyone-multigpu-inference-v2

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Summary

  • Update the User Guide inference page to use visdet APIs (remove mmdet/mmcv/mmengine examples).
  • Improve the FiftyOne/Voxel51 example to run streaming batched inference via inference_detector(model, batch_of_filepaths) and attach predictions per-batch.
  • Export async_inference_detector from visdet.apis so the guide can import it directly.

Notes

  • This PR is docs-focused; multi-GPU inference support is already on main.

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🤖 Multi-Model Consensus Review

Model Status
Claude Sonnet 4
GPT-4o
Gemini 2.0 Flash

visdet/apis/__init__.py

Pass Rate: 3/3 models

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Skylos Scan: No dead code or security issues detected.

@GeorgePearse GeorgePearse merged commit 5644669 into main Dec 30, 2025
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