Artificial Intelligence Stack Exchange
Artificial Intelligence Stack Exchange

Questions tagged [automated-machine-learning]

For questions related to automated machine learning (AutoML), which refers to a collection of techniques to automate the design and the application of machine learning algorithms and models.

6 questions
8
votes
1 answer

What is an intuitive explanation of how Google's AutoML works?

I recently read that Google has developed a new AI that anyone can upload data to and it will instantly generate models, i.e. an image recognition model based on that data. Can someone explain to me in a detailed and intuitive manner how this AI…
Seth Simba
  • 1,176
  • 1
  • 11
  • 29
4
votes
1 answer

What does 'democratizing AI' exactly mean?

In my AI literature research, I often notice authors use the term 'democratizing AI', especially in the AutoML area. For example in the abstract (last sentence) of this paper: LEAF therefore forms a foundation for democratizing and improving AI, as…
GKozinski
  • 1,240
  • 8
  • 19
3
votes
2 answers

What is the difference between reinforcement learning and AutoML?

My vague understanding of reinforcement learning (RL) is that it's very similar to supervised learning except that it updates on a continuous feed of data/activity, this to me sounds very similar to AutoML (which I've started to notice being used).…
user1605665
  • 153
  • 5
1
vote
1 answer

Using a pre-trained model to generate labels to data to then train a model on

I'm trying to set up a pipeline for my ML models to automatically re-train themselves whenever concept drift occurs to recalibrate to the new output distributions. However, I can't get ground-truth from my data without manual labeling, and I want an…
Sanger Steel
  • 11
  • 1
1
vote
1 answer

Is there a way to get landmark features automatically learned by a neural network?

Is there a way to get landmark features automatically learned by a neural network without having to manually pre-label them in the images that are being fed into the network?
user784446
  • 111
  • 2
0
votes
0 answers

how to train virtex automl to recognise 7 segment display numbers

We're working on a project which needs to read seven segment displays from photos. We've tried a few AI text recognisers but the 'font' is too tricky. So we thought given that we're looking for a small number of quite distinct shapes AutoML would…
Will
  • 101