History

Jonas 96b7d42c34 Add bulk frame ingest for recording sessions

Registering thousands of extracted frames one-by-one via POST /frames
doesn't scale, so add `spelunkai-labeling-backend ingest-session`: it
writes Frame rows directly against the database (no server needs to
be running) for all frame_*.png files under a directory already
placed under FRAMES_ROOT. Idempotent per (session_name, frame_index),
so re-running after copying more frames only inserts the new ones.

Restructured the CLI into subcommands (serve / ingest-session) while
keeping `spelunkai-labeling-backend` with no arguments working exactly
as before (defaults to serve), verified against a live run. 22/22
backend tests pass.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

2026-07-16 13:04:09 +02:00

backend

Add bulk frame ingest for recording sessions

2026-07-16 13:04:09 +02:00

frontend

Implement labeling frontend and the backend support it needs

2026-07-16 11:34:26 +02:00

README.md

Scaffold monorepo structure for all pipeline components

2026-07-16 07:16:55 +02:00

README.md

Web-Based Labeling Tool

Bounding-box labeling tool for training frames, with a hierarchical ad-hoc class system (Main → Sub, e.g. Enemy → Bat), multiple independent label sets (Enemy, Items, Traps, ...), multi-user support, versioned datasets, and an active-learning workflow (seed-label → train → auto-label → review → promote).

See CLAUDE.md §3.2 for full requirements.

Status: not yet implemented.

Structure

backend/ — API + data model (sets, hierarchical classes, dataset versions, per-image/per-set label state)
frontend/ — labeling UI (framework not yet decided)