Skip to content

Instantly share code, notes, and snippets.

@ptitzler
Created March 5, 2019 17:11
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save ptitzler/8e6fbc1ad88a156c040aa0f96031f04a to your computer and use it in GitHub Desktop.
Save ptitzler/8e6fbc1ad88a156c040aa0f96031f04a to your computer and use it in GitHub Desktop.
Classify an image

This flow uses the https://developer.ibm.com/exchanges/models/all/max-inception-resnet-v2/ deep learning model from the Model Asset Exchange to identify objects in images using a third-generation deep residual network. Refer to the documentation for information about the returned message.

Install the following two modules to run this example flow:

Note: The inception-resnet-v2 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": "689e4f8c.4f1a7",
"type": "tab",
"label": "Image classification example flow",
"disabled": false,
"info": "This flow uses the https://developer.ibm.com/exchanges/models/all/max-inception-resnet-v2/ deep learning model from the Model Asset Exchange to identify objects in images using a third-generation deep residual network. 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 inception-resnet-v2 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": "3d3b73cf.5c74ec",
"type": "debug",
"z": "689e4f8c.4f1a7",
"name": "",
"active": true,
"tosidebar": true,
"console": false,
"tostatus": false,
"complete": "true",
"x": 610,
"y": 120,
"wires": []
},
{
"id": "528534f4.f6cf8c",
"type": "fileinject",
"z": "689e4f8c.4f1a7",
"name": "",
"x": 140,
"y": 120,
"wires": [
[
"4b7e262c.e5b7e8"
]
]
},
{
"id": "b2f7c59f.c2a7a8",
"type": "camera",
"z": "689e4f8c.4f1a7",
"name": "",
"x": 150,
"y": 180,
"wires": [
[
"4b7e262c.e5b7e8"
]
]
},
{
"id": "8beb18b5.880c28",
"type": "comment",
"z": "689e4f8c.4f1a7",
"name": "Classify an image ",
"info": "",
"x": 120,
"y": 40,
"wires": []
},
{
"id": "4b7e262c.e5b7e8",
"type": "inception-resnet-v2",
"z": "689e4f8c.4f1a7",
"service": "de324847.ff5a58",
"method": "predict",
"predict_image": "",
"predict_imageType": "str",
"name": "",
"x": 370,
"y": 120,
"wires": [
[
"3d3b73cf.5c74ec"
]
]
},
{
"id": "de324847.ff5a58",
"type": "inception-resnet-v2-service",
"z": "",
"host": "https://max-inception-resnet-v2.max.us-south.containers.appdomain.cloud",
"name": "cloud"
}
]
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment