BehaviorScope-X Research Workflow

BehaviorScope-X Research Workflow A workflow diagram generated by Archify. 01 / Curate Data 02 / Build + Test Model 03 / Research Outputs Prepare Learn Interpret Videos · recordings · Curate Data › Prepare · import Videos recordings import Label + Data Splits · label, QC, split · Curate Data › Prepare · Qt GUI + manifest Label + Data Splits label, QC, split Qt GUI + manifest Pose + Model Training · pose cache, train + test · Build + Test Model › Learn · 3 supported pose paths Pose + Model Training pose cache, train + test 3 supported pose paths Review Outputs · results + plots · Research Outputs › Interpret · CSV / MP4 / bouts Review Outputs results + plots CSV / MP4 / bouts Legend User UI Agent logic Context / trace External system

Curate once

  • • Annotate behavior bouts and record review state in the shared GUI
  • • Keep train, validation, held-out test, and excluded videos explicit

Choose a pose path

  • • YOLO-pose, MobileNetV3, and DeepLabCut-HRNet produce compatible caches
  • • Each path feeds the shared temporal behavior classifier

Review the evidence

  • • Inspect predictions, held-out metrics, and optional annotated videos
  • • Generate ethograms and bout summaries with provenance