Detect humans in an image and estimate the pose for each person

This flow uses the https://developer.ibm.com/exchanges/models/all/max-human-pose-estimator/ deep learning model from the Model Asset Exchange to detect humans in an image and estimate the pose for each person. Refer to the documentation for information about the returned message.

Install the following two modules to run this example flow:

Note: The human-pose-estimator node has been pre-configured to use a hosted model evaluation instance. We recommend using your own local or cloud instance for purposes other than evaluation.

[{"id":"8fc1847b.c64a3","type":"tab","label":"Human pose estimation example flow","disabled":false,"info":"This flow uses the https://developer.ibm.com/exchanges/models/all/max-human-pose-estimator/ deep learning model from the Model Asset Exchange to detect humans in an image and estimate the pose for each person. Refer to the documentation for information about the returned message.\n\nInstall the following two modules to run this example flow:\n - [node-red-contrib-model-asset-exchange](https://www.npmjs.com/package/node-red-contrib-model-asset-exchange)\n - [node-red-contrib-browser-utils](https://www.npmjs.com/package/node-red-contrib-browser-utils)\n \n> Note: The human-pose-estimator node has been pre-configured to use a hosted model evaluation instance. We recommend using your own local or cloud instance for purposes other than evaluation."},{"id":"7f7a927a.c969ec","type":"debug","z":"8fc1847b.c64a3","name":"","active":true,"tosidebar":true,"console":false,"tostatus":false,"complete":"true","x":610,"y":120,"wires":[]},{"id":"aee0b66c.910ae8","type":"fileinject","z":"8fc1847b.c64a3","name":"","x":140,"y":120,"wires":[["71cbd3a2.b813f4"]]},{"id":"effbb3b0.e2b13","type":"camera","z":"8fc1847b.c64a3","name":"","x":150,"y":180,"wires":[["71cbd3a2.b813f4"]]},{"id":"8f93bb54.01c878","type":"comment","z":"8fc1847b.c64a3","name":"Detect humans in an image and estimate the pose for each person","info":"","x":280,"y":40,"wires":[]},{"id":"71cbd3a2.b813f4","type":"human-pose-estimator","z":"8fc1847b.c64a3","service":"cc7e4617.13595","method":"predict","predict_body":"","predict_bodyType":"str","name":"","x":380,"y":120,"wires":[["7f7a927a.c969ec"]]},{"id":"cc7e4617.13595","type":"human-pose-estimator-service","z":"","host":"https://max-human-pose-estimator.max.us-south.containers.appdomain.cloud","name":"cloud"}]

Flow Info

Created 2 years, 2 months ago
Rating: not yet rated

Owner

Node Types

Core
  • comment (x1)
  • debug (x1)
  • tab (x1)
Other

Tags

  • 'deep learning'
  • 'human pose estimation'
  • max
  • image
Copy this flow JSON to your clipboard and then import into Node-RED using the Import From > Clipboard (Ctrl-I) menu option