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Title: Add internal helper for batched modelzoo inference from in-memory arrays (inference runner) by deruyter92 · Pull Request #3222 · DeepLabCut/DeepLabCut · GitHub

Open Graph Title: Add internal helper for batched modelzoo inference from in-memory arrays (inference runner) by deruyter92 · Pull Request #3222 · DeepLabCut/DeepLabCut

X Title: Add internal helper for batched modelzoo inference from in-memory arrays (inference runner) by deruyter92 · Pull Request #3222 · DeepLabCut/DeepLabCut

Description: Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans - Add internal helper for batched modelzoo inference from in-memory arrays (inference runner) by deruyter92 · Pull Request #3222 · DeepLabCut/DeepLabCut

Open Graph Description: Summary Adds a new in-memory inference helper: create_superanimal_inference_runners(...) located in deeplabcut.pose_estimation_pytorch.modelzoo.inference Exposes this helper from deeplabcut.pos...

X Description: Summary Adds a new in-memory inference helper: create_superanimal_inference_runners(...) located in deeplabcut.pose_estimation_pytorch.modelzoo.inference Exposes this helper from deeplabcut.pos...

Opengraph URL: https://github.com/DeepLabCut/DeepLabCut/pull/3222

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og:image:altSummary Adds a new in-memory inference helper: create_superanimal_inference_runners(...) located in deeplabcut.pose_estimation_pytorch.modelzoo.inference Exposes this helper from deeplabcut.pos...
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Add SuperAnimal runner factory for in-memory inference.https://github.com/DeepLabCut/DeepLabCut/pull/3222/commits/34b6192a4bb3648cdb3ee3e60f76aa7adac35d1d
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Move to pytorch inference (as it is specific to pytorch)https://github.com/DeepLabCut/DeepLabCut/pull/3222/commits/6ebb7a35ebb288077829fbcdb74e98c0dcd9fc21
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Fix circular import, move to separate filehttps://github.com/DeepLabCut/DeepLabCut/pull/3222/commits/0dee4a365bce12e8ba29c75a5f89115991e60829
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update docstringhttps://github.com/DeepLabCut/DeepLabCut/pull/3222/commits/3eb900ef00cc7ff2bdfda0cfd1fa0412917a8118
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Add specialcase for humanbody inferencehttps://github.com/DeepLabCut/DeepLabCut/pull/3222/commits/f1ef0daf2fd7912724c54ad11877a05703fa8818
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add basic testing coverage for create_superanimal_inference_runnershttps://github.com/DeepLabCut/DeepLabCut/pull/3222/commits/5adffd64a6548d01c0a22fe625f2707cc1f7bebd
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change autoresolve device: map default None -> "auto" (+ update tests…https://github.com/DeepLabCut/DeepLabCut/pull/3222/commits/04c4512726551aabb868819a557c537e0ef2909b
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