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Add Duplicate Pose Investigator vibe#36

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duplicate-pose-investigator
Open

Add Duplicate Pose Investigator vibe#36
emdavis02 wants to merge 1 commit into
mainfrom
duplicate-pose-investigator

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@emdavis02

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Summary

  • Add new vibe for identifying and labeling duplicate pose detections in SLEAP tracking data
  • Multi-metric analysis: IOU, centroid distance, bounding box centroid distance
  • Interactive histograms with click-to-sample pose pairs
  • Threshold evaluation with real-time precision/accuracy visualization

Features

  • Load video (MP4/MOV/WebM) and SLEAP poses (.slp/.h5)
  • Compute overlap metrics for all track pairs
  • Label pairs as duplicate/not duplicate with keyboard shortcuts (D/N/S)
  • Define threshold rules and evaluate classification performance
  • Relabeling support after completing a range

Test plan

  • Load video and .slp file
  • Click "Compute Metrics" to analyze pairs
  • Click histogram bars to sample pairs
  • Label pairs and verify histogram updates
  • Add threshold rules and verify precision/accuracy plot updates
  • Export labels as JSON

🤖 Generated with Claude Code

Tool for identifying and labeling duplicate pose detections in SLEAP tracking data:
- Multi-metric analysis (IOU, centroid distance, bounding box centroid distance)
- Interactive histograms with click-to-sample
- Frame-accurate video playback with pose overlay
- Threshold evaluation with precision/accuracy visualization
- Relabeling support after completing ranges

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
github-actions Bot pushed a commit that referenced this pull request Jan 7, 2026
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github-actions Bot commented Jan 7, 2026

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Preview Deployment

Preview URL https://vibes.tlab.sh/pr/36/
Changed Vibes duplicate-pose-investigator
Commit 0ad04dd
Updated 2026-01-07T18:12:33Z

This preview will be removed when the PR is closed.

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