image-recognition-aws

AWS Image Rekognition

Prerequisites

*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.

Environment Variables

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'

NPM Functions

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 :

       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

Usage

 
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
});  
 

TODO

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

Repository

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