code for article pfeilbr/aws-rekognition-playground
learn AWS Rekognition
see src/examples.js
Prerequisites
AWS default credentials available to call Rekognition API
install imagemagick, graphicsmagick, and ghostscript (for fonts) for labelling image
brew install imagemagick brew install graphicsmagick brew install ghostscript
Example Labelled Image Using detectLabels API
Source
Labelled
Example Labelled Image Using detectText API
Source
Labelled
Running
npm install
npm start
Video Label Detection Example via CLI
# start (it's async)
aws rekognition start-label-detection --video "S3Object={Bucket=rekognition-playground,Name=SampleVideo_1280x720_1mb.mp4}"
# output
{
"JobId": "2c9b387607977af21c0839f177bf7034ce1bcd5139810b533dea3deb6361f348"
}
# in progress
aws rekognition get-label-detection --job-id "2c9b387607977af21c0839f177bf7034ce1bcd5139810b533dea3deb6361f348"
# output
{
"Labels": [],
"LabelModelVersion": "2.0",
"JobStatus": "IN_PROGRESS"
}
# completed
aws rekognition get-label-detection --job-id "2c9b387607977af21c0839f177bf7034ce1bcd5139810b533dea3deb6361f348"
# output
{
"Labels": [
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 89.929931640625,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 69.0970458984375,
"Parents": [
{
"Name": "Animal"
},
{
"Name": "Mammal"
},
{
"Name": "Rodent"
}
],
"Name": "Bunny"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 51.81949234008789,
"Parents": [
{
"Name": "Wildlife"
},
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Deer"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 83.59092712402344,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 50.83674621582031,
"Parents": [],
"Name": "Green"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 83.93998718261719,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 54.92662048339844,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Moss"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 63.28266906738281,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 60.88518524169922,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Pet"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 90.28629302978516,
"Parents": [],
"Name": "Plant"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 69.0970458984375,
"Parents": [
{
"Name": "Animal"
},
{
"Name": "Mammal"
},
{
"Name": "Rodent"
}
],
"Name": "Rabbit"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 69.0970458984375,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Rodent"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 71.99913787841797,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Tree"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 82.74295806884766,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Vegetation"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 58.27427291870117,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Wildlife"
}
},
{
"Timestamp": 0,
"Label": {
"Instances": [],
"Confidence": 67.73959350585938,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Zoo"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 91.4648666381836,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 52.55938720703125,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
},
{
"Name": "Rodent"
}
],
"Name": "Bunny"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 53.18073654174805,
"Parents": [
{
"Name": "Wildlife"
},
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Deer"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 81.07315826416016,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 82.8969955444336,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 55.91206359863281,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Moss"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 55.965728759765625,
"Parents": [],
"Name": "Nature"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 68.73519897460938,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 54.99771499633789,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Pet"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 89.0054931640625,
"Parents": [],
"Name": "Plant"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 52.55938720703125,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
},
{
"Name": "Rodent"
}
],
"Name": "Rabbit"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 61.68227767944336,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Rodent"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 74.91455078125,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Tree"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 82.96375274658203,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Vegetation"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 60.77254104614258,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Wildlife"
}
},
{
"Timestamp": 200,
"Label": {
"Instances": [],
"Confidence": 74.65026092529297,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Zoo"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 93.01680755615234,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 59.57973098754883,
"Parents": [
{
"Name": "Wildlife"
},
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Deer"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 78.3232650756836,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 83.4029541015625,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 52.54331588745117,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Moss"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 60.17965316772461,
"Parents": [],
"Name": "Nature"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 69.8688735961914,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 87.0956802368164,
"Parents": [],
"Name": "Plant"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 56.15915298461914,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Rodent"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 74.54655456542969,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Tree"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 80.760009765625,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Vegetation"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 65.61725616455078,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Wildlife"
}
},
{
"Timestamp": 400,
"Label": {
"Instances": [],
"Confidence": 80.25843048095703,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Zoo"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 93.0205078125,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 55.57878875732422,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
},
{
"Name": "Wildlife"
}
],
"Name": "Deer"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 74.01980590820312,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 82.74808502197266,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 51.89423751831055,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Moss"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 55.12575149536133,
"Parents": [],
"Name": "Nature"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 66.46729278564453,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 83.74144744873047,
"Parents": [],
"Name": "Plant"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 54.528724670410156,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Rodent"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 69.28874206542969,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Tree"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 74.46104431152344,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Vegetation"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 61.98466873168945,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Wildlife"
}
},
{
"Timestamp": 600,
"Label": {
"Instances": [],
"Confidence": 85.43339538574219,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Zoo"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 93.25353240966797,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 52.10648727416992,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
},
{
"Name": "Wildlife"
}
],
"Name": "Deer"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 75.25298309326172,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 56.252071380615234,
"Parents": [
{
"Name": "Nature"
},
{
"Name": "Outdoors"
}
],
"Name": "Land"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 83.48870086669922,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 56.91990280151367,
"Parents": [],
"Name": "Nature"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 63.378013610839844,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 82.87625885009766,
"Parents": [],
"Name": "Plant"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 56.5538330078125,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Rodent"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 65.29582977294922,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Tree"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 70.30518341064453,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Vegetation"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 56.97867965698242,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Wildlife"
}
},
{
"Timestamp": 800,
"Label": {
"Instances": [],
"Confidence": 90.27912139892578,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Zoo"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 93.98469543457031,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 76.76435089111328,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 84.5231704711914,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 62.500648498535156,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 83.34005737304688,
"Parents": [],
"Name": "Plant"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 56.20842361450195,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Rodent"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 64.69285583496094,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Tree"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 71.41803741455078,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Vegetation"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 54.289005279541016,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Wildlife"
}
},
{
"Timestamp": 1000,
"Label": {
"Instances": [],
"Confidence": 90.80029296875,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Zoo"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 93.2735366821289,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 55.429866790771484,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
},
{
"Name": "Rodent"
}
],
"Name": "Bunny"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 79.42290496826172,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 84.56671905517578,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 54.960243225097656,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 83.51371002197266,
"Parents": [],
"Name": "Plant"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 55.429866790771484,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
},
{
"Name": "Rodent"
}
],
"Name": "Rabbit"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 55.429866790771484,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Animal"
}
],
"Name": "Rodent"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 54.99834060668945,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Tree"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 68.27635192871094,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Vegetation"
}
},
{
"Timestamp": 1200,
"Label": {
"Instances": [],
"Confidence": 89.07957458496094,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Zoo"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 91.85724639892578,
"Parents": [],
"Name": "Animal"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 54.245033264160156,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Bird"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 54.461219787597656,
"Parents": [
{
"Name": "Mammal"
},
{
"Name": "Rodent"
},
{
"Name": "Animal"
}
],
"Name": "Bunny"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 80.37769317626953,
"Parents": [
{
"Name": "Plant"
}
],
"Name": "Grass"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 51.644439697265625,
"Parents": [],
"Name": "Green"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 81.59090423583984,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Mammal"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 50.62571716308594,
"Parents": [],
"Name": "Outdoors"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 51.50884246826172,
"Parents": [
{
"Name": "Animal"
}
],
"Name": "Pet"
}
},
{
"Timestamp": 1400,
"Label": {
"Instances": [],
"Confidence": 83.59095764160156,
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}
}
],
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}
}
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