image-recognition-aws

AWS Image Rekognition

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*Creat AWS profile with rekognition permisions.

*Create IAM user with Rekognition and S3 access.

*Copy “accessKeyId” and “secretAccessKey”

*If you are going to use analyze S3 hosted images/videos then create S3 bucket with relevant permissions.

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AWS_ACCESS_KEY - an AWS access id with access to S3 and Rekognition

AWS_SECRET_KEY - a matching AWS secret key

AWS_PROFILE - the AWS profile that you want to run image recognition

AWS_REGION - the AWS region you'd like to use. eg: 'us-west-1'

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1. detectModerationLabelsFromLocalFile(filepath)
* input : filepath of .jpg or .png image
* output :
* recognize visible labels and respective confidence values from the given local image
* recognize image orientation in degrees

2. detectFacesFromLocalFile(filepath)
* input : filepath of .jpg or .png image
* output :
* recognize visible faces, pose, orientation from image

3. detectLabelFromS3WithOwnAWSAccountAndBucket(resource)
* input :
``javascript
var resources ={
accessKeyId: "AKyyyyyyyyBRA",
secretAccessKey: "OTNhdceixxxxxxxOpG5Wldha+kX",
region: "us-east-1",
bucketName:"rekognition-bucket-name",
image: "moderation-image.jpg"
};
`
* output :
* recognize lables from S3 bucket hosted image file

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`javascript

var recognitionService = require('image-recognition-aws'); // import awe-rekognition-npm library

recognitionService.detectFacesFromLocalFile('Local-file-path/profile.jpg', function(err, result){
if(!err)
console.log(result); // get JSON output
});


var resources = {
accessKeyId: "AKyyyyyyyyBRA",
secretAccessKey: "OTNhdceixxxxxxxOpG5Wldha+kX",
region: "us-east-1",
bucketName:"rekognition-bucket-name",
image: "moderation-image.jpg"
};
recognitionService.detectLabelFromS3WithOwnAWSAccountAndBucket(resources, function(err, result){
if(!err)
console.log(result); // get JSON output
});

``

$3

- [ ] Add Celebrity detection API
- [ ] Add capability to apply rekognition to web image URL insted of using local filepath
- [ ] Add More Image rekognition Functionalities

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https://github.com/pradeephbac/image-recognition-aws