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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
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1 answer

Vertex AI on G Cloud web interface : Unable to test model

Following the starter tutorial "Train a Tabular Model" I get the following error at the step of testing the model with the deployed endpoint. (As you can see in the image). The dataset used for training the model is provided by google tutorial at…
BorisD
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2 answers

VertexAI Tabular AutoML rejecting rows containing nulls

I am trying to build a binary classifier based on a tabular dataset that is rather sparse, but training is failing with the following message: Training pipeline failed with error message: Too few input rows passed validation. Of 1169548 inputs, 194…
user15318993
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0 answers

How to specify document language while importing a dataset in Google Cloud AutoML?

I am trying to train a model for text classification in VertexAI AutoML (Google Cloud) using documents in Spanish. I imported the documents as JSON lines and tried specifying the language of each document as follows: {"textContent":"Esto está…
jroled
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1 answer

How do I train to find the occurrence of a US state in NLP?

How do I train to find the occurrence of a US state, when this set is constrained to 50 states because we need a large amount of data (say 1000 rows) to train a certain label.
dwayneJohn
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1 answer

How to programmatically get model id from google-cloud-automl with node.js client library

Now i can use autoML node.js client library to train the model on google-cloud-automl. Q: How can i programmatically get the model id when finished training the model?. Goal: I will use that id to deploy the model without web interface. Tried: At…
SanyapongY
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1 answer

AutoML Vision: Error: ImportData stopped due to too many errors

I selected to create a dataset in the AutoML Vision UI like so: I get this: Error: ImportData stopped due to too many errors. Notice that it tells me that I have errors in my csv file, but it does not tell me what errors are, so how can I…
Alex Ryan
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3 answers

Loading model generated by AutoML with Tensorflow raises "Op type not registered 'ParseExampleV2"

So basically I am trying to load a model trained using AutoML's Tables with tensorflow. Once a model is trained, it can be exported to Google Storage going to TEST & USE -> USER YOUR MODEL -> Container. After downloading it locally, the model files…
Borja Fourquet
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3
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1 answer

saved_model from AutoML Vision Edge not loading properly

I've been using AutoML Vision Edge for some image classification tasks with great results when exporting the models in TFLite format. However, I just tried exporting the saved_model.pb file and running it with Tensorflow 2.0 and seem to be running…
Matt Schwartz
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1 answer

How to run TFLite model(AutoML Vision Edge) with TFJS on the browser

I trained a model with AutoML Vision Edge. I want to infer a image on the browser. input_format of tensorflowjs_converter not supported TFLite. The tflite_convert command cannot convert to a model other than TFLite. How to run TFLite model(AutoML…
井上智文
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1 answer

How to change prediction threshold using Google AutoML?

After creating Model in google AutoML we can use the provided python code to make a prediction. Here's the code : import sys from google.cloud import automl_v1beta1 from google.cloud.automl_v1beta1.proto import service_pb2 def…
gameon67
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1 answer

Receiving 401 "Unauthorized" error while using Google Cloud AutoML via HttpClient

I am writing a WPF application with C# that attempts to make an Google Cloud AutoML API call with HttpClient. I am able to make contact with the server but always get back an "Unauthorized" response. I have scoured StackOverflow and the AutoML…
Paul Karkoska
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1 answer

Does google automl do image augmentation automatically?

I am using automl from google using a custom dataset. The dataset consists of images collected by me. However, manually labelling the image take some time, so I would like to enlarge the dataset by image augmentation, such as rotation and…
Brian Chiu
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0 answers

On what set(Train, Test & Validation) does the VertexAI AutoML tabular(regression) display the evaluation once the training is completed?

I have used VertexAI AutoML tabular to train a regression model. In the dataset I have provided the TRAIN, VALIDATE & TEST split manually using a column indicating which set the row belongs to. When I train the model, it provides me with the…
Aditya
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0 answers

Vertex AI "annotation label deduped error"

I have uploaded a csv for image classification. I have checked the csv for any errors or duplicate values. But when I import the csv, i get the error that annotation is deduped and only a few images out of all the images are getting imported. i…
Nitya Rakhe
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0 answers

How to create an endpoint using the model trained by Vertex AI?

I trained a model using Google Cloud Vertex AI. I have a dataset containing different videos and model does the video classification of these videos. In the Google Cloud Platform, I can find accuracy of the given videos after model has been trained.…
Batuhan Çağan
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