Object Detection using Node-RED and TensorFlow

TensorFlow is one of the most used image processing and annotation systems. Google developed a free, open-source software library for machine learning, artificial intelligence, and image processing.

I have tried the node-RED TensorFlow node for Object Detection. The following flow is the basic example of Object Detection using Node-RED and TensorFlow. The flow was inspired by this article.

[{"id":"8cf612d2ba67f3cf","type":"tab","label":"Object Detection","disabled":false,"info":"","env":[]},{"id":"0b399f0271bc904b","type":"fileinject","z":"8cf612d2ba67f3cf","name":"","x":900,"y":60,"wires":[["cdb3d9705a6227cc"]]},{"id":"cdb3d9705a6227cc","type":"image","z":"8cf612d2ba67f3cf","name":"","width":160,"data":"payload","dataType":"msg","thumbnail":false,"active":true,"pass":true,"outputs":1,"x":1080,"y":60,"wires":[["8c9224834ce3715c"]]},{"id":"cbfe03366e8c2f6a","type":"debug","z":"8cf612d2ba67f3cf","name":"debug 1","active":true,"tosidebar":true,"console":false,"tostatus":true,"complete":"payload","targetType":"msg","statusVal":"payload","statusType":"auto","x":1500,"y":60,"wires":[]},{"id":"8c9224834ce3715c","type":"cocossd","z":"8cf612d2ba67f3cf","name":"","x":1300,"y":60,"wires":[["cbfe03366e8c2f6a"]]}]

Flow Info

Created 2 years, 8 months ago
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Node Types

Core
  • debug (x1)
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Tags

  • node-red-contrib-browser-utils
  • TensorFlow
  • Node-RED
Copy this flow JSON to your clipboard and then import into Node-RED using the Import From > Clipboard (Ctrl-I) menu option