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Questions tagged [automl]

Automated Machine Learning (AutoML) is to make machine learning more accessible by automatically generating a data analysis pipeline that can include data pre-processing, feature selection, and feature engineering methods along with machine learning methods and parameter settings

The goal of Automated Machine Learning (AutoML) is to make machine learning more accessible by automatically generating a data analysis pipeline that can include data pre-processing, feature selection, and feature engineering methods along with machine learning methods and parameter settings that are optimized for your data

More and more research and libraries are available on the topic, examples include auto-sklearn, H2O AutoML and Cloud AutoML.

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confusion matrix not displayed in google cloud automl vision

I'm not observing the confusion matrix in the "EVALUATE" tab of the web UI when following the basic quickstart: https://cloud.google.com/vision/automl/docs/quickstart?refresh=1 The confusion matrix should be displayed according to this…
denfromufa
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Is it possible to send queries directly from a Chrome extension to the Google Cloud AutoML API?

I'm trying to write a Chrome extension that takes the text from a website and runs it through a custom AutoML Natural Language model on Google Cloud and then displays the prediction data to the screen. I've tried authenticating using OAuth2, which…
j_webber
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Google Cloud AutoML predict service returned 'Internal error encountered'

I trained a model on Google cloud vision AutoML service and whenever I try to predict an image from the console it returned 'Internal error encountered'. this is also happening from the API. it returns this json { "error": { "code":…
amralieg
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AutoML REST call with score_threshold returns 400 Bad Request

When I make a call to the Predictor and I add the score_threshold as shown below: { "payload": { "image": { "imageBytes": "YOUR_IMAGE_BYTES" }, "params": { "score_threshold": "0.0" }, } } I get an error 400 Bad Request. The…
George Smyly
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How to run h2o AutoML by using rest api?

I want run AutoML in h2o by using rest api? I know the url is /99/AutoMLBuilder. But I have no idea that how can I send the parameters. There is no sample code on the official web site. I can access model import/export by using curl because the…
ppzhupapa
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How to display multiple predictions AutoML Vision API

I'm trying to display every prediction from an image upload. Currently, it only displays the one prediction. If I set score_threshhold to 0, it just displays the least likely prediction rather than all of them. import io from google.cloud import…
Oliver Silverstein
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Why do i get 400 using AutoML Rest API?

I trained a custom model using Google Cloud AutoML. Now i am trying to access it, using the script provided by Google. I tried to vary "content" in any kind of ways. I also had a look at the information provided here. Surely i did provide the…
Moritz
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Is there a way to use Googles AutoML with JavaScript?

I trained a model using AutoML Natural Language on Googles Cloud Platform. Now i need to call the AI via JavaScript to do a sentiment analysis, using my own model. My goal is to embed the whole thing into a website. There i'll have a input form to…
Moritz
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(GCP) AutoML vision image prediction - how exactly is the prediction function of the model?

(Google Cloud Platform) I am creating a training model to distinguish between dog and cat, and hope that if I use a people image to test the model, instead of returning "cat" or "dog" it will return "other" label as the result. But in fact,…
Phuong
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Can one upload images to google AutoML for training, using Node app?

Example: Suppose I have 10 image links, using node app I want to post this image links to AutoML and upload images, so that it can be trained later.
Himanshu Jaiswal
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AutoML Natural Language Token

I'm using AutoML Natural Language API, with my custom trained model to predict results. In order, to use this service, I generate a Authorization token through Cloud Shell, that enables api requests. So, I configured/created the service account and…
DEV_BBRAS
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Error when importing google cloud for cloud AutoML

I have the required libraries installed on my machine: Collecting google-cloud Downloading https://files.pythonhosted.org/packages/ba/b1/7c54d1950e7808df06642274e677dbcedba57f75307adf2e5ad8d39e5e0e/google_cloud-0.34.0-py2.py3-none-any.whl Installing…
Daniel Vieira
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Generating Bearer Token for AutoML, Computer Vision from Python Library

Based on this Google documentation I can generate the token for Computer Vision API request by calling this in terminal gcloud auth application-default print-access-token. However, I am going to call the request from my python code and I try to…
Kelvin
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AutoML Natural Language Node.js API call giving a "bad base64 decode" error

I'm using Google's AutoML Natural Language API for Node.js. Everything works great, except for a particular service account and user (a student of mine). She gets the following error: Auth error:Error: error:0906D064:PEM routines:PEM_read_bio:bad…
at.
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Error providing access to other users on Google Cloud AutoML

I am using a service called Google Cloud AutoML Natural Language Processing. Click here for more information on the product I am using: https://beta-dot-custom-vision.appspot.com/text/overview Everything is working fine and I need to say the product…
Camilo Rodriguez
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