A SASS platform for streamlining annotations and iterative computer vision training
AI Annotation Interface & APIs
- Created custom Node-Red modules for configuring cameras and communication with on-prem tools and cloud APIs.
- Implemented API for motion detection using Structural Similarity, to expose 19 OpenCV filter options to training interface, to manage photo training data and find tagging anomalies.
- Built entire front-end annotation tool with zooming, version controls, infinite class nesting.
Workstation Guidance
- Developed workstation guidance system for factories to configure assembly instructions with QA and computer vision assistance, dockerized to deploy across a local network of factory computers.
- Built bi-directional persistent secure WebSocket connection for constant communication with Node-Red service and FlexibleVision as a whole.
