trackForward sent the identical box to all five target frames. On batch 19
(extracted at 0.5 fps - one frame every 2 s) a truck entering the frame
outruns a static seed, so the action either missed it or grabbed the wrong
part.
- geometry handling lifted to module-level shapeBox(), reused for the drawn
shape and for each assist result
- first frame still uses the drawn box exactly; frames 2-5 are seeded with
the previous run's shape grown x1.5 about its centre (SEED_GROWTH)
- a frame SAM3 refuses keeps the last good seed for the next attempt
- REQ-189 rewritten to the chaining contract, including the accepted cost:
a bad read can carry forward; this is not tracking, no motion model
trackForward read geometry.coordinates, a key the backend never emits, and
had no bbox branch - the action silently no-op'd for every shape (flagged
dead in docs/audit-2026-08-07.md:103).
- bbox points used as-is, polygon reduced to its bounding box
- guards speak instead of returning silently
- a frame SAM3 refuses no longer aborts the remaining frames
- a press during an in-flight run is ignored (would double-write)
- REQ-189 added; non-goal requirements.md:22 amended to keep exemplar
propagation out while admitting this one-shot hand-off
The width:100% table plus the new MaxBox column let the Class column absorb
the slack, stranding the Container checkbox away from its class. One block
per class now: name + Container checkbox on the first line, Conf/IoU/MinBox/
MaxBox inputs in a wrapping grid below. Behavior identical - KEYS,
buildClassParams, compose() copy line, toggleContainer revert, aria labels.
- config.py: resolve_data_path (legacy abs + rel) + rel_data_path
- all file-opening reads wrapped: preview, autolabel, training, model
download, live count, projects.get; training_start_point hack replaced
- new writes store paths relative to data/
- legacy stale rows (/home/asus/reTraining/...) resolve without migration
- requirements: REQ-187 added; REQ-188 (per-class max box) + REQ-186
copy-line amendment drafted for the next task
- AutoAnnotateModal: render merges last full-set detections for
non-exemplared classes with conditioned results for exemplared ones
(selected-not-exemplared filter); drawing an example no longer clears
the other classes' detections
- Run Preview now always refreshes full-set first (exemplars: []) then
re-runs exemplared classes
- docs: REQ-182 amended (merge semantics), design/ui-spec/tasks synced
- ClassParamsTable: Copy button above per-class overrides table —
clipboard text, one line per class (class/conf/iou/minbox/container),
effective values (override else global), present in both the
per-batch and mass auto-annotate modals via the shared component
- clipboard.js: extract legacyCopy + copyText from ArchiveControls
(insecure-context execCommand fallback), ArchiveControls now imports it
- docs: REQ-186 added; design/ui-spec/tasks synced
- REQ-181: class_params {name: {threshold?, iou_threshold?, min_box_frac?}}
on /preview and /autolabel, per-class override table in both modals;
empty overrides take the unchanged global path
- REQ-180: x button on each review sidebar class row clears that class on
the current frame only via bulk-delete, no confirmation
- includes REQ-178 empty date-folder cycle fix (archive_index.py)
- Auto-generate model names: {arch}-{labelType}-{epochs}ep-{classNames}-{YYYYMMDD}
- Add PATCH /api/models/{id}/rename endpoint
- Inline rename UI on Models & Training page
- Download filename uses model name instead of v{N}
- DB migration: add name column to model_versions
- Update all docs to reflect new naming convention
This commit includes major additions and updates to the frontend and backend architectures, introducing new dataset management, live counting features, batch processing, and triage logic. Includes new UI pages, components, and API routes.
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