I am trying to compare faces calling AWS Rekognition from a Node.Js application. When comparing two images on a S3 bucket, all went fine, but when i tried to upload a local image from the client (React Native/Expo app) to compare with another image stored on this bucket, i got the error InvalidImageFormatException: Request has invalid image format
.
This image is a jpeg 250px square and was sent as a valid base64 string (atob tested). Aparently, it meets the requisites presented here: https://docs.aws.amazon.com/rekognition/latest/dg/limits.html.
Below, some code snippets:
Capturing the image:
const takeImgHandler = async () => {
const img = await ImagePicker.launchCameraAsync(getImgProps);
editImg(img);
};
Editing the image:
const editImg = async img => {
...
const actions = [
{ resize: { 250, 250 } },
];
const saveOptions = {
base64: true,
};
const edited = await ImageManipulator.manipulateAsync(img.uri, actions, saveOptions);
setState({ ...state, img: edited });
};
Setting the detectFaces call to my server:
// sourceImg is appState.img.base64
const compareImagesHandler = async sourceImg => {
const targetImage = {
S3Object: {
Bucket: 'my-bucket-name',
Name: 'image-name.jpg',
},
};
const sourceImage = {
Bytes: sourceImg,
};
const comparison = await ajax({ method: 'POST', url: `url-to-server-route`, data: { sourceImage, targetImage }});
console.log('comparison: >>>>>> ', comparison);
return comparison;
};
The server controler runs this function:
const awsConfig = () => {
const config = new AWS.Config({
accessKeyId: process.env.AWS_ACCESS_KEY_ID,
secretAccessKey: process.env.AWS_SECRET_ACCESS_KEY,
region: process.env.AWS_DEFAULT_REGION,
});
AWS.config.update(config);
};
const compareImages = async (SourceImage, TargetImage, cb) => {
const client = new AWS.Rekognition();
// Logging the base64 string to validate it, externally, just to make
sure that it´s valid!
console.log('sourceImag.Bytes: >>>>>> ', SourceImage.Bytes);
const params = {
SourceImage,
TargetImage,
SimilarityThreshold: 50,
};
client.compareFaces(params, (err, response) => {
if (err) {
console.log('err: >>>>>> ', err);
return cb({ err });
}
if (!response.FaceMatches.length) {
return cb({ err: 'Face not recongized' });
}
response.FaceMatches.forEach(data => {
const position = data.Face.BoundingBox;
const similarity = data.Similarity;
console.log(`The face at: ${position.Left}, ${position.Top} matches with ${similarity} % confidence`);
return cb({ success: data.Similarity });
});
});
};