| # ===================================================================== | |
| # stop-signs.yaml — proves the data labeling factory is GENERIC | |
| # ===================================================================== | |
| # | |
| # Same pipeline as drones.yaml but for stop signs. The only changes are | |
| # the queries, the target_object, the data_root, and the falcon_queries. | |
| # All scripts read this YAML and adapt automatically — zero code changes | |
| # required to onboard a new object class. | |
| # | |
| # Run with: | |
| # data_label_factory pipeline --project projects/stop-signs.yaml | |
| # ===================================================================== | |
| project_name: stop-signs | |
| target_object: "stop sign" | |
| description: | | |
| Smoke test project — train a stop sign detector for autonomous driving research. | |
| data_root: ~/data-label-factory/stop-signs | |
| r2: | |
| bucket: drone-falcon # reuse the same R2 bucket — different prefixes | |
| raw_prefix: stop-signs/raw/ | |
| labels_prefix: stop-signs/labels/ | |
| reviews_prefix: stop-signs/labels/reviews.json | |
| buckets: | |
| positive/clear_view: | |
| queries: | |
| - "stop sign closeup" | |
| - "red stop sign octagon" | |
| - "stop sign daytime" | |
| - "stop sign intersection" | |
| positive/partial_view: | |
| queries: | |
| - "stop sign occluded" | |
| - "stop sign in distance" | |
| - "stop sign at angle" | |
| negative/other_signs: | |
| queries: | |
| - "yield sign" | |
| - "speed limit sign" | |
| - "do not enter sign" | |
| - "one way sign" | |
| distractor/red_signs: | |
| queries: | |
| - "red warning sign" | |
| - "red circle traffic sign" | |
| - "red parking sign" | |
| - "no entry sign" | |
| background/no_signs: | |
| queries: | |
| - "empty highway" | |
| - "country road landscape" | |
| - "city street empty" | |
| - "parking lot empty" | |
| falcon_queries: | |
| - "stop sign" | |
| - "traffic sign" | |
| - "red octagonal sign" | |
| - "road sign" | |
| # Use only Qwen + local M4 for the smoke test (no RunPod) | |
| backends: | |
| filter: qwen | |
| label: qwen # for smoke test, label with Qwen too — proves generic backend selection | |
| verify: qwen | |