IBM-MAX Image Colorizer

Image Colorizer Example Flow

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This flow uses the Image Colorizer deep learning model from the IBM Model Asset Exchange to colorize black & white images.

We are posting the original image using multipart form data. The headers, payload and url for the request can be constructed using a change or a function node respectively.

Requirements

[{"id":"dcdc37fc.6d748","type":"tab","label":"Image Colorizer","disabled":false,"info":"This flow uses the [Image Colorizer](https://developer.ibm.com/exchanges/models/all/max-image-colorizer/) deep learning model from the IBM Model Asset Exchange to colorize black & white images.\n\nWe are posting the original image using multipart form data. The headers, payload and url for the request can be constructed using a `change` or a `function` node respectively.\n\n\n## Requirements\n\n - [node-red-contrib-image-tools](https://flows.nodered.org/node/node-red-contrib-image-tools)\n"},{"id":"9e0c491f.61e638","type":"http request","z":"dcdc37fc.6d748","name":"","method":"GET","ret":"bin","paytoqs":false,"url":"https://i.guim.co.uk/img/media/3656ae6ea2209d4561caf04fa9f172a519908ca3/0_28_2318_1391/master/2318.jpg?width=1200&height=1200&quality=85&auto=format&fit=crop&s=afcc355f47876bc495cdc3c902639bae","tls":"","persist":false,"proxy":"","authType":"","x":290,"y":120,"wires":[["8e9e2dc2.95aaf8","670dfe9e.c62a5","2253ac69.5c148c"]]},{"id":"8e9e2dc2.95aaf8","type":"image viewer","z":"dcdc37fc.6d748","name":"","width":"400","data":"payload","dataType":"msg","x":110,"y":260,"wires":[[]]},{"id":"f310d320.cb58f","type":"inject","z":"dcdc37fc.6d748","name":"","topic":"","payload":"","payloadType":"date","repeat":"","crontab":"","once":false,"onceDelay":0.1,"x":120,"y":120,"wires":[["9e0c491f.61e638"]]},{"id":"1024136a.b4b4dd","type":"debug","z":"dcdc37fc.6d748","name":"","active":true,"tosidebar":true,"console":false,"tostatus":false,"complete":"true","targetType":"full","x":970,"y":120,"wires":[]},{"id":"d1e3de64.aa5248","type":"http request","z":"dcdc37fc.6d748","name":"","method":"POST","ret":"bin","paytoqs":false,"url":"","tls":"","persist":false,"proxy":"","authType":"","x":730,"y":120,"wires":[["1024136a.b4b4dd","8a6df8eb.1985b"]]},{"id":"670dfe9e.c62a5","type":"change","z":"dcdc37fc.6d748","d":true,"name":"","rules":[{"t":"set","p":"headers","pt":"msg","to":"{\"Content-Type\":\"multipart/form-data\"}","tot":"json"},{"t":"set","p":"payload","pt":"msg","to":"{\t   'image' : {\t       'value': payload,\t       'options': {\t           'filename': 'image.jpg'\t        }\t    }\t}","tot":"jsonata"},{"t":"set","p":"api","pt":"msg","to":"http://max-image-colorizer.codait-prod-41208c73af8fca213512856c7a09db52-0000.us-east.containers.appdomain.cloud","tot":"str"},{"t":"set","p":"endpoint","pt":"msg","to":"/model/predict","tot":"str"},{"t":"set","p":"url","pt":"msg","to":"$join([api, endpoint])","tot":"jsonata"}],"action":"","property":"","from":"","to":"","reg":false,"x":520,"y":100,"wires":[["d1e3de64.aa5248"]]},{"id":"8a6df8eb.1985b","type":"image viewer","z":"dcdc37fc.6d748","name":"","width":"400","data":"payload","dataType":"msg","x":570,"y":260,"wires":[[]]},{"id":"2253ac69.5c148c","type":"function","z":"dcdc37fc.6d748","name":"multipart form","func":"msg.headers = {\n    \"Content-Type\": \"multipart/form-data\"\n};\n\nmsg.payload = {\n   'image' : {\n       'value': msg.payload,\n       'options': {\n           'filename': 'image.jpg'\n        }\n    }\n};\n\nlet api = \"http://max-image-colorizer.codait-prod-41208c73af8fca213512856c7a09db52-0000.us-east.containers.appdomain.cloud\";\n\nlet endpoint = \"/model/predict\";\n\nmsg.url = api + endpoint;\n\nreturn msg;","outputs":1,"noerr":0,"x":520,"y":140,"wires":[["d1e3de64.aa5248"]]}]

Flow Info

Created 4 years, 9 months ago
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Node Types

Core
  • change (x1)
  • debug (x1)
  • function (x1)
  • http request (x2)
  • inject (x1)
Other

Tags

  • machinelearning
  • deeplearning
  • colorizer
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