1 vote

Best accurate face recognition library

First of all, I want to recommend this article (TABLE IV). It's not the most recent, but the algorithm families haven't changed much. If you were referring to the ...
Gromov's user avatar
  • 116
1 vote
Accepted

Minimizing error in cosine similarity

To find the necessary function using error back propagation, you only need to design the architecture of the neural network, which will represent the desired function (for example, several layers, ...
Gromov's user avatar
  • 116
1 vote

How to create a bot for a real-time PvP game using machine learning?

You can create a bot that can play a game and learn to get better at it through reinforcement learning. This is actually a pretty common thing people do to play around with AI. It looks like pytorch ...
Jeremiah's user avatar
  • 146
1 vote

Which type of Machine Learning is used in robots?

The sort of deep neural networks most commonly referred to today as "AI" are going to be of limited use on something like a rover. When you are programming a rover, your software needs to ...
Jeremiah's user avatar
  • 146
1 vote
Accepted

Does learning rate depend on input and output range?

You're noticing that the magnitude of the loss value influences the magnitude of the gradient. This is true, but not necessarily something you need to adapt the learning rate around. Neural networks ...
Karl's user avatar
  • 334
1 vote
Accepted

Aggregating decision criteria of different scales

I'm not sure what you have against majority voting. Clearly you have an ensemble of weak classifiers. Of the many ways to combine them, voting is a nice one, easily explained to stake holders. You ...
J_H's user avatar
  • 498
1 vote
Accepted

Counting Number of Holes in an Image of Cheese

The number of holes detected would be limited to the number of holes visible in the image (I mean obviously!:P). So you cannot count the holes for example at the back of the cheese since they wont be ...
spectre's user avatar
  • 1,941
1 vote

Ordering of Train/Val/Test set use in hyperparameter tuning

You are asking about a model's ability to generalize to unseen examples. Consult Abu-Mostafa, et al., Learning From Data, § 5.3 Data Snooping. If a data set has affected any step in the learning ...
J_H's user avatar
  • 498

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