Flask

1 Project

Flexible Vision

A SASS platform for TensorFlow annotations and iterative training
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

Started: 2018-05-01

Launched/Lasted: 2023-12-31

Industries: Technology, Analytics, Robotics, Manufacturing

Team: E.A.Taylor: Front-End & API. Sam Silverberg: Back-End. Alec Goeckel: Back-End. Aaron Silverberg: Product Development.

Companies/Brands: Flexible Assembly Systems, Refined Motion Engineering