Developed a scalable backend and AI-powered video analysis platform for PickupMVP.com in
App Store &
Google Play
- Annotated dataset and trained YOLOv4 model for detecting 6 classes across different sports.
- Designed all business logic for tracking the clip's subject, athlete, and ball.
- Wrote video annotation tool for ongoing additions to dataset.
- Built video effect automation with ffmpeg and scikit using YOLO and DeepSort.
- Streamlined complete deployment pipeline with Bash and gcloud to GCP.
- Extended Track Authority Music platform and API to connect all rating and reward services.
