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	Imagerie A TensorFlow training interface Automate quality assurance with image detection Built interface and middleware components to robust automated image training program Express Server as proxy service to upload / download photos from Minio / AWS S3 and other storage services Drop and Drop photo library manager for building trainings from remote and local photos Customized Tree component for infinite nesting of tags under photos, and easier review of tag and photo collections with counts and average region sizes Customized drawing component for creating, dragging, and resizing tags with 0 - 400% magnified zoom window User defined categories, tag names, and tool sets Automated demo builder with customizing parameters Webpack 4 hotloading development environment with testing, production and development build scripts for packing and deployment Started: 2018-05-01 Launched/Lasted: 2018-12-31 http://imagerie.taylormadetraffic.com/training/demo Technologies: Node.js, Express.js, ReactJS, Bootstrap, AWS S3, Docker, Webpack 4, TensorFlow, Kubernetes, Google Cloud Platform Industries: Technology, Analytics, Robotics, Manufacturing Team: E.A.Taylor: Front-End. Sam Silverberg: TensorFlow. Aaron Silverberg: Product Development. Companies/Brands: Refined Motion, Flexible Assembly Systems Inc.
3 more images	Refined Motion Assembling line job builder and monitoring Built interface to configure assembly jobs and control machinary over WebSockets Structured interface for offline-first activity, allowing jobs to continue manually but still presenting screw order and tracking process in Local Storage. Built client-side performance tracker averaging the time to assemble one project in a job Created custom node-red nodes for smoother synchronization with Fanuc robots Wrote strict data validation to check torque and resistance values after each fastener, stored value in remote mySQL database, and only preceed on passes Started: 2017-12-01 Launched/Lasted: 2018-12-01 http://flexassembly.taylormadetraffic.com/radialarm/index.html?useMouse=true Technologies: Node-Red, Node.js, JavaScript, CSS3, HTML5, ReactJS, Express.js, Bootstrap, WebSockets Industries: Technology, Robotics, Manufacturing Team: E.A.Taylor: Front-End, Back-End. Aaron Silverberg: Vice President Companies/Brands: Refined Motion, Tesla Motors, Flexible Assembly Systems Inc.