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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

Call AutoML prediction model from Dataflow SQL

Is there a way to call a AutoML prediction model from within Dataflow SQL?
Jonas
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Error when using the ruby google-cloud-automl predict method: Unknown field name in initialization map entry

I am trying to make a single prediction request using the google-cloud-automl gem in the google-cloud-ruby library: Google::Cloud::AutoML.configure do |config| config.credentials = "/path/to/credentials.json" end client =…
Neil
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1 answer

How to build custom pipeline in GCP using Vertex AI

I was exploring the vertex AI AutoML feature in GCP, which lets users import datasets, train, deploy and predict ML models. My use case is to do the data pre-processing on my own (I didn't get satisfied with AutoML data preprocessing) and want to…
Koushik J
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1 answer

How to export a Google AutoML Text Classification model?

I just finished training my AutoML Text Classification model (single-label). I was planning to run a Batch Prediction using the console, but I just found out how expensive that will be because I have over 300,000 text records to analyze. So now I…
TinyTiger
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2
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1 answer

Google Vertex AI image AutoML classification when an important image feature is text inside the image

I'd like to do image classification. In my dataset, despite the fact that images features is a strong component for this classification (colors, shapes, etc), some categories of images will be hard to distinguish without interpreting the text inside…
Kain
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2 answers

Why is my GCP Vertex pipeline api_endpoint not right?

My API_ENDPOINT is set to europe-west1-aiplatform.googleapis.com. I define a pipeline: def pipeline(project: str = PROJECT_ID, region: str = REGION, api_endpoint: str = API_ENDPOINT): when I run it: job =…
schoon
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1 answer

Batch predictions Vertext AI

How do I create JSONL file which contains list of files in Google Cloud Bucket for Batch prediction in Vertex AI? What I've tried so far. Get list of file from bucket and write it to a txt file gsutil ls gs://bucket/dir > list.txt Convert list.txt…
GG Sheet Quản Lý
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1 answer

Import Labeled Data from vott to Google Cloud AutoML

I want to go ahead and create a classifier, I and I do not like the Google's Browser Labeling Service. Is there a tool similar to vott or some code, that I can use to go ahead and import my vott labeled data and import it Google AutoML. The Google…
Muneeb Ahmad Khurram
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2 answers

How to set Padding Type for CoreML Delegate on Tensorflow Lite to fix `PoolingLayerBuilder (MEAN)_1' is not set.`?

I recently trained an object detection model on Google's Vision platform and exported it to a TensorFlow Lite edge model. I receive this error in Xcode when running on an iOS device with a CoreML delegate: validator error: Padding type for the…
Airman00
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2
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1 answer

ModuleNotFoundError: No module named 'google.cloud.automl_v1beta1.proto'

I am trying to follow this tutorial on Google Cloud Platform, https://github.com/GoogleCloudPlatform/ai-platform-samples/blob/master/notebooks/samples/tables/census_income_prediction/getting_started_notebook.ipynb, however, I am running into issues…
racerX
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1 answer

AutoML Vision train logo detection

I was wondering if there is some kind of documentation available for Google's AutoML Vision to train recognizing specific logo's. At this point I only can find documentation about object detection.
Mike Schoneveld
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2
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0 answers

Why I can't use AutoML VIsion TFLite model?

I've using Vision (GCP feature) to generated a custom object detection model and use it in my app (according to this library: https://developers.google.com/ml-kit/vision/object-detection/custom-models/android) But when I use it, it said: Failed to…
Puttaku
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1 answer

GCP AutoML TextSnippet longer than 10.000 characters

I've been using the GCP AUtoML Python library version 2.2.0 for text extraction, and usually it works perfect. However sometimes it gives me this error: Traceback (most recent call last): File…
Mateus Interciso
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2
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1 answer

TypeError: predict() takes from 1 to 2 positional arguments but 4 were given, google cloud shell

I'm trying to run my multilabel text classification prediction model but the following error message appears: TypeError Traceback (most recent call last) in ----> 1…
JUN SEBASTIAN NARUSE NAKAGANEK
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2
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1 answer

AutoML php PredictionServiceClient autentication error

I'm trying to use Google AutoML prediction service with a custom model I trained and it's returning the following error: Client error: `POST https://oauth2.googleapis.com/token` resulted in a `400 Bad Request`…
Gdiribarne
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