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…r lifecycle - add canvas toolbar bbox color modes (auto/label/custom) with custom picker - use the selected color mode during live box drawing, not only after commit - implement fast auto-contrast color selection via per-image luminance integral map - strengthen selected annotation visibility on canvas and in the right sidebar list - run ╭───────────────────────── 🚀 Bbannotate ─────────────────────────╮ │ Starting bbannotate server │ │ │ │ URL: http://127.0.0.1:8000 │ │ Host: 127.0.0.1 │ │ Port: 8000 │ │ Reload: disabled │ │ Detached: enabled │ ╰─────────────────────────────────────────────────────────────────╯ ✓ Server started in background (PID: 5167) Browser session linked to server lifecycle. Closing the browser window will stop the background server. detached by default so terminal close does not stop the app - add token-based browser session heartbeat/close API and backend monitor to auto-shutdown on browser close - add/update CLI, API, and frontend tests for lifecycle and color behavior - split frontend bundles in Vite config to avoid oversized chunk warnings
- add Bbannotate Status ┏━━━━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Component ┃ State ┃ Details ┃ ┡━━━━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ Backend API │ stopped │ port 8000: closed, health: unreachable, │ │ │ │ processes: 0 │ │ Frontend Dev │ stopped │ port 5173: closed, processes: 0 │ └──────────────┴─────────┴───────────────────────────────────────────────┘ command to report backend/frontend runtime state - include port reachability, API health checks, and detected process list (PID + command) - add CLI tests for status help, stopped-state, and running-state scenarios - update README with detached startup behavior, browser-linked shutdown, and runtime modes - document new Bbannotate Status ┏━━━━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓ ┃ Component ┃ State ┃ Details ┃ ┡━━━━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩ │ Backend API │ stopped │ port 8000: closed, health: unreachable, │ │ │ │ processes: 0 │ │ Frontend Dev │ stopped │ port 5173: closed, processes: 0 │ └──────────────┴─────────┴───────────────────────────────────────────────┘ command and current keyboard shortcuts - clean up outdated README CLI/options and testing notes
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PR Title
Improve bbox color UX, process lifecycle reliability, CLI status visibility, and docs
Summary
This PR delivers UX and lifecycle improvements, adds a new runtime status CLI command, and updates documentation to match current behavior.
What’s Included
autocontrast modelabelcolor modecustomcolor mode with color pickerbbannotate startlifecycle behavior:bbannotate statusbbannotate status