earthtoolsmaker/biowatch](https:

v1.7.1 Feature

This release adds 2 notable features for engineering teams evaluating rollout.

Published 2mo Developer Productivity

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

camtrap-dp machine-learning wildlife

Summary

AI summary

Import cancellation for GBIF and LILA, performance improvements with raw prepared statements and SQLite PRAGMAs.

Full changelog

See the full changelog: CHANGELOG.md

Performance - Stream-and-insert with raw prepared statements for CamTrap DP import, aggressive SQLite PRAGMAs, fix OOM crash on large GBIF imports
Import Cancellation - Cancel GBIF and LILA imports mid-flight
UI Polish - Skeleton loading for studies sidebar, fix scrollbar and empty state issues, awaitable navigation after import
Media Caching - Cache failed image loads to avoid repeated 404 fetches
Python Updates - Bump torch 2.7.0, speciesnet 5.0.3, extract shared detection utils
Bug Fixes - Unpack ffmpeg-static correctly, skip duplicate media on re-import, handle corrupt images and macOS resource fork files gracefully