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  3. Drive Recap
Tanushree Umatheabout 1 month agoContributorJudging locked: Event build

Drive Recap

A trip report card for your drive; awareness score, a clip for each moment, and search; for a teen driver’s parent or anyone who wants to improve.

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Project description
Drive Recap turns unused dashcam video into a trip report you can actually read. We used team already-indexed Toronto footage (pie_cam-3, set01): 180 segments with NVIDIA Cosmos captions and YOLO detections on VAST / CoreWeave. We do not re-ingest or call those models ourselves. A tagger turns captions + detections into moments (yielded to a pedestrian, cyclist shared the road, red-light stop). The Awareness score is yielded / segments with a pedestrian in the crosswalk (7 of 16 on this drive = 44). It is not a safety score or a hard-brake detector. Counts are estimates. The app shows the score, four stats, and playable clips (proxied so credentials never hit the browser). Ask this drive searches driver-specific questions (e.g. all red-light stops) and returns clips with timestamps.
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Tools used
  • VAST Data logoVAST Data

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Tanushree Umathe

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  • SpaceXAI (Cursor) logoSpaceXAI (Cursor)

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  • CoreWeave (Weights & Biases) logoCoreWeave (Weights & Biases)

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  • NVIDIA logoNVIDIA

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