Mobile App to call the AutoML Vision model prediction

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Mobile App to call the AutoML Vision model prediction



Look like I am the first poster here. I am an app developer on Android/iOS and have been waiting to see Cloud AutoML Vision for public release. I just play around the console and build a model with 2 labels. However, the implementation require Rest API or Python , both of which I am not familiar with. How do I make use of of built model? Any other GCP product do I need to use?



how or where do I execute the REST API?



request.json


{
"payload": {
"image": {
"imageBytes": "YOUR_IMAGE_BYTE"
},
}
}



Execute the request


curl -X POST -H "Content-Type: application/json"
-H "Authorization: Bearer $(gcloud auth application-default print-access-token)"
https://automl.googleapis.com/v1beta1/projects/drughk-9747d/locations/us-central1/models/ICN6566958205491349320:predict -d @request.json



I noticed Firebase ML kit where you can upload a .tflite model to Firebase Console. Could Cloud AutoML Vision export the model as a tensorflow or tensorflow lite model? Do Cloud AutoML Vision actually use tensorflow? I really hope Firebase ML kit will implement similar functionality to Cloud AutoML Vision for easier mobile app developement









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