Buildactive

Element DeepLabCut

DataJoint Element for markerless pose estimation

Importance

100

DataJoint Element for behavioral analysis with DeepLabCut - contributed improvements.

Domains

Neural Data Infrastructure

Why It Matters

DeepLabCut enables markerless pose estimation but integrating it into reproducible workflows requires careful data management. This Element provides a standardized DataJoint interface.

What I Built

DataJoint schema for DeepLabCut projects
Cloud-based training pipeline
Automated inference on new videos
Integration with behavioral analysis downstream

Technical Highlights

AWS GPU instance orchestrationModel versioning and artifact trackingMulti-animal pose estimation supportBatch inference optimization

GitHub Repository

Primary language: Jupyter Notebook

DataJoint Element for behavioral analysis with DeepLabCut

View on GitHub

project

Loading signal

Preparing the next layer of the atlas.

Element DeepLabCut

Why It Matters

What I Built

Technical Highlights

GitHub Repository

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Why It Matters

What I Built

Technical Highlights

GitHub Repository

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