Node-Red

2 Projects
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Flexible Vision

May, 2018 ~ January, 2025
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.

flexiblevision.com

www.npmjs.com/package/node-red-contrib-fv-detection-nodes

Node-Red Node.js Express.js MongoDB ReactJS AWS S3 Docker Minio TensorFlow Kubernetes Google Cloud Platform Python Flask OpenCV scikit-image structural_similarity

Started: 2018-05-01

Launched/Lasted: 2025-01-01

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

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Refined Motion at Tesla Motors

December, 2017 ~ April, 2018
Automating safety and efficiency along the Tesla assembly line
  • Programmed torque and resistance probes to measure bolts only when in position with visual cues for operator to follow testing steps
  • Created AngularJS app and custom node-red modules for smoother synchronization with robot arm over secure websockets to manage, configure and validate jobs, track work assembly performance, and request work station servicing.

www.flexibleassembly.com/brands/refined-motion-engineering

www.npmjs.com/package/node-red-contrib-fv-detection-nodes

Node-Red Node.js Angular JavaScript HTML5 ReactJS Express.js Bootstrap WebSockets MySQL Fanuc Robots

Started: 2017-12-01

Launched/Lasted: 2018-04-01

Industries: Technology, Robotics, Manufacturing

Team: E.A.Taylor: Front-End, Back-End. Aaron Silverberg: Vice President. Saiman Shetty: Project Management

Companies/Brands: Tesla Motors, Flexible Assembly Systems, Refined Motion Engineering