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Questions tagged [google-cloud-automl]

Google Cloud AutoML is a suite of machine learning products from Google. Use this tag for questions related to Google's custom machine learning model tools.

Google Cloud AutoML is a suite of machine learning products from Google. Use this tag for questions related to Google's custom machine learning model tools.

397 questions
14
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4 answers

Can Google's AutoML export trained models for offline inference?

AutoML seems great. One big question is that - can we export the trained model for offline inference, such as with tensorflow or tensoflow lite?
user4572254
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7
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1 answer

Is there a way to see estimated time for training a model in Google AutoML Vision?

I'm attempting to train a model to identify certain tags in images. I tried using the 1 hour free version and after an hour the training ended. The results weren't as accurate as I would like, so I took the plunge and selected the option which did…
Jay Song
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6
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2 answers

How to install google.cloud automl_v1beta1 for python using anaconda?

Google Cloud AutoML has python example code for detection, but I have error when importing these modules from google.cloud import automl_v1beta1 from google.cloud.automl_v1beta1.proto import service_pb2 It says cannot import name automl_v1beta1. I…
gameon67
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6
votes
2 answers

google.api_core.exceptions.PermissionDenied: 403 The caller does not have permission

I have used AutoMl Vision api from gcp and trained it with my custom dataset. I'm able to get predict the data GCP console but not able to store the predicted output. For the purpose of storing the predicted data output and to use my local data for…
Srikanth kante
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5
votes
1 answer

How to do Inference and Transfer Learning with TensorFlow Frozen GraphDef (single saved_model.pb) from Google AutoML Vision Classification

I am using an exported classification model from Google AutoML Vision, hence I only have a saved_model.pb and no variables, checkpoints etc. I want to load this model graph into a local TensorFlow installation, use it for inference and continue…
matt
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5
votes
0 answers

Google AutoML Vision not accepting image import

I've been using Google Cloud Vision for a while now, and it's been working fine. However today I log in and try to access my dataset and I see it's been deleted, all my datasets are gone. So I tried to make a new dataset and it won't let me upload…
Thor
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4
votes
0 answers

What Is the correct file format content for Google Cloud Platform Batch AutoML Text Classification input data?

I'm trying to run a Google Cloud Platform AutoML Batch text classification for a recently successfully trained model. I've prepared the input data for batch classificatino based on the documentation but I always got this error BatchPrediction could…
Daniel Santos
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4
votes
2 answers

Invalid JSON payload received. Unknown name \"row\" at 'payload': Cannot find field on google automl api

I am trying to implement google automl api: https://cloud.google.com/automl-tables/docs/predict The api docs says I need to post data in following format: { "payload": { "row": { "values": [value1, value2,...] } } } But…
ashok poudel
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4
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1 answer

Uploading a mp4 to Google Cloud AutoML fails because it 'Failed to extract a thumbnail from the video'

I'm trying to use AutoML Video Classification UI to train AutoML. I've been struggling with myriad errors... here is my latest: 'Failed to extract a thumbnail from the video.' Sadly, the mp4 has a thumbnail... in fact I changed it via mp3Tag and…
tillerstarr
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4
votes
1 answer

Integrating a custom AutoML tflite model with flutter app

I am new to Flutter, basically, I followed a tutorial online to train a custom image labeling model with Google's AutoML API then downloaded the model as three files(dict.txt, manifest.json, model.tflite), and now I am trying to integrate it with my…
Hazel Wang
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4
votes
3 answers

google ai platform vs ml engine

I did lots of search, but I cannot understand what the difference between google ai platform and ml engine. It seems that both of them can be used for training and deploying models. Other words like google-cloud-automl, google ai hub are also very…
BAE
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4
votes
1 answer

cannot import image dataset gcloud automl, Error: label is already ground truth

after troubleshooting everything i thought my csv was perfect, any idea what this error means? Found nothing searching. This is what my csv looks like: but with 84k rows and 4 different labels. The error: Error:…
Faddy Sunna
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4
votes
1 answer

Specifying BigQuery dataset/table's name on AutoML Batch Prediction results

Basically I want to specify BigQuery dataset/table's name on the batch prediction result of AutoML. But looking at the following documentation, the dataset and the table's name are automatically generated. And a new dataset will be created for each…
willy
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4
votes
2 answers

Importing model generated by AutoML Tables to BigQuery ML raises error "Op type not registered 'DecodeProtoSparseV2'"

I am trying to import a TensorFlow model generated by AutoML Tables to BigQuery ML. Unfortunately it gives me the following error Op type not registered 'DecodeProtoSparseV2' Does anyone know how to solve this issue?
willy
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4
votes
2 answers

How to use Google AutoML on web app?

I have a Google Cloud AutoML NL model ready to use. I wish to link this with my web app with Firebase backend. Following is my code to call. There is authorization issue. I want to understand how to authorize the app to help the client apps get…
Disu
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