因此,我一直在研究一种产品(首先是Android,然后是iOS),该产品使用AWS Rekognition索引人们的面孔,并在以后再次对其进行扫描时可以对其进行识别。 当我从Android设备索引人脸然后尝试使用Android设备搜索时,效果很好。但是,如果稍后尝试在iOS应用上搜索它,则找不到它。如果我走另一条路,结果也是一样。使用iOS进行索引,使用Android搜索,未找到。 在两个设备上进行索引和搜索时,集合ID相同。我不知道怎么可能在其他设备上找不到按一种操作系统类型,相同区域,相同集合索引的人脸。
如果这里有人可以尝试帮助我解决此问题,请这样做。我会非常感激。
更新1:我在iOS和Android应用程序上都调用了“ listCollections”功能。他们两个都显示不同的收藏夹列表。这就是问题。但是我不知道为什么会这样。两者的身份池和区域相同。
这是我的Android代码以访问Rekognition:
mCredentialsProvider = new CognitoCachingCredentialsProvider(
mContext,
"us-east-2:xbxfxexf-x5x5-xax7-x9xf-x5x0xexfx1xb", // Identity pool ID
Regions.US_EAST_2 // Region
);
mUUID = UUID.randomUUID().toString().replace("-", "");
mAmazonS3Client = new AmazonS3Client(mCredentialsProvider);
mAmazonS3Client.setRegion(Region.getRegion(Regions.US_EAST_2));
mAmazonRekognitionClient = new AmazonRekognitionClient(mCredentialsProvider);
if(!mAmazonS3Client.doesBucketExist(mFacesBucket)) {
mAmazonS3Client.createBucket(mFacesBucket);
}
Log.i(TAG, "Uploading image to S3 Bucket");
mAmazonS3Client.putObject(mFacesBucket, getS3ObjectName(), new File(data[0].toString()));
Log.i(TAG, "Image Uploaded");
Image image = new Image();
try {
image.setBytes(ByteBuffer.wrap(Files.toByteArray(new File(data[0].toString()))));
} catch (IOException e) {
e.printStackTrace();
}
Log.i(TAG, "Indexing image");
IndexFacesRequest indexFacesRequest =new IndexFacesRequest()
.withCollectionId(mFacesCollection)
.withImage(image)
.withExternalImageId(mUUID)
.withDetectionAttributes("ALL");
mAmazonRekognitionClient.indexFaces(indexFacesRequest);
这是我的iOS代码以访问Rekognition:
func uploadToCollection(img: UIImage)
{
let myIdentityPoolId="us-east-2:xbxfxexf-x5x5-xax7-x9xf-x5x0xexfx1xb"
let credentialsProvider = AWSCognitoCredentialsProvider(regionType: .USEast2, identityPoolId: myIdentityPoolId)
//store photo in s3()
let configuration = AWSServiceConfiguration(region: .USEast2, credentialsProvider: credentialsProvider)
AWSServiceManager.default().defaultServiceConfiguration = configuration
rekognitionClient = AWSRekognition.default()
guard let request = AWSRekognitionIndexFacesRequest() else
{
puts("Unable to initialize AWSRekognitionindexFaceRequest.")
return
}
var go=false
request.collectionId = "i_faces" + self.firebaseID.lowercased() //here iosCollection will be replaced by firebase Current UserID
request.detectionAttributes = ["ALL", "DEFAULT"]
request.externalImageId = self.UUID //this should be mUUID, passed as parameter to this function
let sourceImage = img
let image = AWSRekognitionImage()
image!.bytes = sourceImage.jpegData(compressionQuality: 0.7)
request.image = image
self.rekognitionClient.indexFaces(request) { (response:AWSRekognitionIndexFacesResponse?, error:Error?) in
if error == nil
{
print("Upload to Collection Complete")
}
go=true
return
}
while(go==false){}
}
答案 0 :(得分:1)
创建一个集合,并将图像添加到该集合并创建索引。我怀疑您的设置和代码中没有几件事。
1)身份池ID,适用于iOS和Android的AWS区域
2)使用的集合名称(注意集合名称中使用的分隔符)
Android:
date
iOS:
创建Cognito凭据提供程序
CognitoCachingCredentialsProvider credentialsProvider = new CognitoCachingCredentialsProvider(appContext, "MyPoolID", Regions.US_EAST_1);
public void searchFacesByImage() {
Image source = new Image().withS3Object(new S3Object().withBucket("us-east-1-bucket").withName("ms.jpg"));
Image ms2 = new Image().withS3Object(new S3Object().withBucket("us-east-1-bucket").withName("ms-2.jpg"));
Image ms3 = new Image().withS3Object(new S3Object().withBucket("us-east-1-bucket").withName("ms-3.jpg"));
Image ms4 = new Image().withS3Object(new S3Object().withBucket("us-east-1-bucket").withName("ms-4.jpg"));
String collectionId = "MyCollectionID";
AmazonRekognitionClient client = new AmazonRekognitionClient(credentialsProvider);
try {
System.out.println("Creating collection: " + collectionId );
CreateCollectionRequest request = new CreateCollectionRequest().withCollectionId(collectionId);
CreateCollectionResult createCollectionResult = client.createCollection(request);
System.out.println("CollectionArn : " + createCollectionResult.getCollectionArn());
System.out.println("Status code : " + createCollectionResult.getStatusCode().toString());
} catch (Exception ex) {
ex.printStackTrace();
}
IndexFacesRequest indexFacesRequest = new IndexFacesRequest();
indexFacesRequest.setImage(source);
indexFacesRequest.setCollectionId(collectionId);
client.indexFaces(indexFacesRequest);
indexFacesRequest = new IndexFacesRequest();
indexFacesRequest.setImage(ms2);
indexFacesRequest.setCollectionId(collectionId);
client.indexFaces(indexFacesRequest);
indexFacesRequest = new IndexFacesRequest();
indexFacesRequest.setImage(ms4);
indexFacesRequest.setCollectionId(collectionId);
client.indexFaces(indexFacesRequest);
SearchFacesByImageRequest searchFacesByImageRequest = new SearchFacesByImageRequest();
searchFacesByImageRequest
.withCollectionId(collectionId)
.withImage(ms3)
.withFaceMatchThreshold(80F);
SearchFacesByImageResult searchFacesByImageResult =
client.searchFacesByImage(searchFacesByImageRequest);
List <FaceMatch> faceImageMatches = searchFacesByImageResult.getFaceMatches();
for (FaceMatch face: faceImageMatches) {
Log.d(TAG, face.toString());
}
}
使用相同的身份池ID和区域(us-east-1)。
AWSCognitoCredentialsProvider *credentialsProvider = [[AWSCognitoCredentialsProvider alloc] initWithRegionType:AWSRegionUSEast1 identityPoolId: @"MyPoolID"];
AWSServiceConfiguration *configuration = [[AWSServiceConfiguration alloc] initWithRegion:AWSRegionUSEast1 credentialsProvider:credentialsProvider];
[AWSServiceManager defaultServiceManager].defaultServiceConfiguration = configuration;
请在评论中发表问题,我们可以在那里进行讨论。
答案 1 :(得分:0)
好,因此问题变得很不相同,解决方案非常简单。当发现相同问题时,我发布了另一个有关同一问题的问题,我也发布了答案。 这里是: https://stackoverflow.com/a/53128777/4395264