Automating and training quality assurance with image detection
- Created several custom Node-Red modules for configuring onprem cameras and communicating with onprem and cloud APIs.
- Wrote new API endpoints to for detecting motion and manipulating images with OpenCV
- Wrote ExpressJS server for managing photo training data through Minio (AWS S3) and other storage services
- Built entire front-end annotation tool with zooming, version controls, infinite nesting of tags
- Wrote client-side demo builder to double as a unit testing for reloading randomized training tags
- Calcualted shape size and dimension averages per tag type to help QA review tagging across large data sets
