This release adds 3 notable features for engineering teams evaluating rollout.
Published 16d
Developer Productivity
✓ No known CVEs patched
✓ No known CVEs patched in this version
Topics
camtrap-dp
machine-learning
wildlife
Summary
AI summaryMegaDetector v6 introduces a detection‑only model with new UI components and routing.
Full changelog
What's New
See the full changelog: CHANGELOG.md
Highlights
- MegaDetector v6 - New detection-only model choice with LitServe HTTP server, main-process launcher, bbox routing through a new
detectModelTypebranch, dedicated card UI hiding the species panel, andpersonlabels mapped to theHomo sapiensbinomial - Rich-Card Model Picker - New
ModelSelectdropdown used across the Import and Add-source flows, replacing the standalone "Install AI Models" CTA; install-status helper (unit-tested), highlight-on-mount for a target model from route state, synchronous Radix hover - Starting Import Modal - New-study flow keeps the modal open with a transitional view until the first job lands, showing a live progress bar with counts and ETA and a 3 s minimum display before auto-close
- Import Status Header - Study bar redesigned with behavior tooltips; stale Speed / Finishes hidden while paused
- SpeciesNet 4.0.2a - Geofence rules and taxonomy refreshed upstream (same classifier weights as 4.0.1a); existing 4.0.1a predictions remain tagged historically and continue to display correctly
- UI Polish - Delete-study modal copy clarified (original media files on disk are not deleted), daily-activity radar clipped inside the visible clock ring, timeline x-axis ticks scale with chart width, "Get in touch" moved to the top-right of the custom model card
- ML Robustness - Corrupt-image partial-failure predictions handled gracefully; ML server rejects corrupt video metadata so false-positive
animaltags don't slip through; MegaDetector pseudo-species map to the correct Camtrap DPobservationTypeon export
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