The Data Mining Forum (v2)

Hello everyone!
I have a question about using FIM for image datasets. For example, how can we convert each image into a transaction?
We can then use FIM algorithms for the mining process.

Does anyone know how to mine image frequent patterns?

Kind regards,
ALyafiea

Hi,

Good question. I personally dont know. If someone knows something about this, please post.

maybe doing some features extraction first would be a good idea and then use these features as items?

There are many libraries to extract features from images. The more traditional ones Can analyse color histograms etc. But deep learning etc could extract higher level features maybe. Or you could maybe craft manually some features

Or how about using manual labels?

Mark: maybe could use some machine learning techniques to learn the labels or some thing like contrastive learning to boost the dataset.