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?

Google Cloud AutoML API REST call

I'm trying to send a simple request, via Postman, to the Google Cloud AutoML API, and I've been reading the documentation here:...

Can I use Google Cloud data labeling service to do text classification?

I have a large dataset with lots of news articles, stored in Google Cloud Storage. I want to train a sentiment classifier (positive, negative, neutral). Does Google has a data labeling service...

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...

Glossaries in Google Translate v3 API

How exactly is the support for glossaries via Google translate_v3beta1 API supposed to work? I've been searching for this information, but haven't found it. Should the terms in glossary simply...

Can I specify a timeout for a GCP ai-platform training job?

I recently submitted a training job with a command that looked like: gcloud ai-platform jobs submit training foo --region us-west2 --master-image-uri us.gcr.io/bar:latest -- baz qux (more on how...

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...

Node Google Cloud AutoML PredictionServiceClient problem

I'm trying to use the google cloud automl API to use it's classification service but it's returning the following error: { Error: 3 INVALID_ARGUMENT: Request contains an invalid argument. at...

Is there a way to replace script tag src with require and run the same script on node?

I am running the following in a browser: INDEX.HTML (BODY) <script src="https://unpkg.com/@tensorflow/tfjs"></script> <script src="https://unpkg.com/@tensorflow/tfjs-automl"></script> <img ...

Error: gs://bucket/SampleVideo.mp4 cannot be parsed as CSV

I’m trying to create a custom model on Auto ML Video Intelligence Classification, and keep getting the above error. This isn’t the issue with one video clip, since I get the error message with...

Predict AutoML google return INVALID_ARGUMENT on NodeJS

I have a problem with my AutoML code. I want to link it to a web project. I've used the Google tutorial but it doesn't work. I receive this error in my console : payload : { row: { values: ...

export google cloud auotml model

I have trained, deployed and evaluated a model successfully on google cloud platform's natural language product AutoML Text & Document Classification. When i see all deployed models, there is no...

Do AutoMl predictions not work when uploaded into Google Cloud Functions

Im writing code that makes a prediction based on a trained AutoMl multi-label Classifier. The function works if I run it locally, however, as soon as i upload the same code to Cloud Functions on...

Google Cloud AutoML Vision API - Service account [email protected] does not exist

I am currently working on a tutorial about the Google Cloud AutoML Vision API. When I try to execute this command (step 8): gcloud projects add-iam-policy-binding...

batch predictions google automl via python

I'm pretty new using stackoverflow as well as using the google cloud platform, so apologies if am not asking this question in the right format. I am currently facing an issue with getting the...

Why is Cloud AutoML Vision rotating my image?

I've imported images from my computer to my Cloud AutoML dataset in the form of zip file and I've noticed that the orientation of my images were altered. The orientation of my photos is important...

Which permissions are needed for Google Cloud Natural Language API?

I am trying to find out which exact permissions are needed to access the Google Cloud Natural Language API. I have gone through the Quick Start...

How do i connect my auto ml python client to my app for inferences?

I trained a model using google cloud auto ml. Then I proceeded to build an app using streamlit that can make predictions using the python client code provided by Google AutoML. But I get the error...

What causes Google Auto ML to error out with "Missing labels in training/test/eval split"?

I have a training set of 1.6 M records and my target has 493 unique values (categorical data). I am getting an error saying Missing label(s) in train split: target column contains 493 distinct...

AutoML Vision metadata issue

I'm trying to use Raspi 3B+ and AutoML Vision to train a model for classification. However, when I try to create a dataset on Google Cloud Platform, it runs into a problem as follows: Traceback...

Google AutoML Vision API and Google Vision API Custom Algorithm

I am looking at Google AutoML Vision API and Google Vision API. I know that if you use Google AutoML Vision API that it is a custom model because you train ML models based on your own images and...

ERROR: blob.download_to_filename, return an empty file and raise error

I'm trying to download the *.tflite model on Google Cloud Storage to my Rapberry Pi 3B+ using the code as follows: export_metadata = response.metadata export_directory =...

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...

Google AutoML Model Export using CLI/Python API

It has been a few days that GCP AutoML WebUI cannot export models for offline inference (support team says it is a front end component bug that has been fixed, it has been a few days and it not...

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...

How to get an OAuth 2.0 authentication bearer token in C# for Google AutoML?

The following code is throwing returning response from google with the required parameter is missing: response_type. Either the error is misleading with something else or the value might be wrong....

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...

Using apache-airflow-providers-snowflake on airflow (no module named Snowflake)

I have installed package apache-airflow-providers-snowflake on airflow on docker and i am getting error No module named Snowflake Please refer attachment (check the error mentioned for the...

import error after upgrade to airflow2.0.2

Received an import error after upgrading to airflow2.0.2-python3.7 image. Package seems to be installed, not sure what is causing the issue and how to fix it. Tried to uninstalling and...

How do I stop a Google Cloud's AutoML (now VertexAI) batch prediction job using the web GUI?

I started a batch prediction job in AutoML (now VertexAI) for a small csv in one of my buckets, using a classification model, then I noticed the csv had an error but was unable to find a way to...