What are the features of an image?

C
Chandrasekaran · Jul 23, 2021 · 2.1K views
Question
I need to find the features of the given input image and i need to find the matrices present in the image. Then i need to apply neural network to it. How to do it?  
Expert Answer
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John Michell PhD Expert
Answered Nov 20, 2025
Basically, anything you can compute using the information in the image qualifies as a "feature" of the image. Average brightness? It's a feature. Third moment of the Knight's Tour of the image? It's a feature. MD-5 hash of the four corner pixels? It's a feature.
 
How many features does an image have? Answer: an infinite number.
 
How many useful features does an image have? No-one knows, and the number is "unknowable" at this time. Quite possibly infinite.
 
Which features should you use for your purposes? You need to experiment. I would not advise looking for the "best" set of features, by the way: a better feature set is likely to be found within a few hundred years at most.
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