Imagerie
A TensorFlow training interface

Automate quality assurance with image detection
  • Express Server as proxy service to upload / download photos from AWS S3, Minio and other storage services.
  • Webpack 4 hotloading development environment with testing, production and development build scripts for packing and deployment
  • Drop and Drop photo library manager for building trainings from remote and local photos
  • Customized Tree component for easier review of tag and photo collections with counts and average region sizes
  • Customized Select region component for drawing, dragging, and resizing tags with 0 - 400% magnified zoom window
  • User defined categories and tag names
  • Automated demo builder with customizing parameters

Started: 2018-05-01

Launched/Lasted: 2018-12-31

Technologies: Node.js, Express.js, React.js, Bootstrap, AWS S3

Industries: Technology, Analytics, Robotics, Manufacturing

Team: E.A.Taylor: Front-End. Sam Silverberg: TensorFlow. Aaron Silverberg: Product Development.

Companies/Brands: Refined Motion, Flexible Assembly

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Refined Motion

  • Built interface to configure assembly jobs where tools are enabled or disabled by current position
  • Wrote synchronous data validation on torque and resistance values with results stored in remote mySQL database
  • Created custom node-red nodes for smoother synchronization with Fanuc robots
  • Built offline-first application for training Tensor Flow image detection to inspect assembly results

Started: 2017-12-01

Launched/Lasted: 2018-08-20

Technologies: Node-Red, Node.js, JavaScript, CSS3, HTML5, React.js, Express.js, Bootstrap

Industries: Technology, Robotics, Manufacturing

Team: E.A.Taylor: Front-End, Back-End. Aaron Silverberg: Vice President

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

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FLC
Federal Laboratory Consortium for Technology Transfer

Promoting, Educating, and Facilitating Knowledge Transfer
  • Programmtically migrated a custom Solr index into Drupal for content management
  • Built custom in-page editorial tools, leveraging Drupal role permissions and node access hooks
  • Integrated CAS System for unified login portal between FLC sites
  • Rebuilt custom theme with Bootstrap to improve responsiveness and scalability
  • Upgraded Google Map integration to leverage json View Attachments and update with exposed filters
  • Built Full-Text search tools for FLCBusiness

Started: 2017-08-01

Launched/Lasted: 2018-08-20

Technologies: PHP, Drupal 7, mySQL, Apache, Google Maps API, HTML5, CSS3, Sass, Bootstrap

Industries: Technology, Marketing, Events, Analytics

Team: E.A.Taylor: Front-End, Back-End, API. Joseph Anderson: Cypher CEO. Denise Wainer: UTRS Director of Communications. Will Dyson: UTRS System Administrator, Release

Companies/Brands: Federal Laboratory Consortium, Cypher LLC, UTRS