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sanjar-notes / aiml

Understanding AI and ML, using them
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Images (text or other data too) are necessarily related to matrices? #24

Open sanjarcode opened 1 year ago

sanjarcode commented 1 year ago

On a tangent: elementry geometry diagrams, have straight lines and vertices. It's a graph (discrete).

In the same way, objects in images, if given a minimum possible length (think artificial Planck length given by the encoder/renderer"), can also be represented as graphs.

And matrices are a good way to represent graphs. And GPUs, matrices are used heavily in computer vision.

Is this (images/data <--> matrices <--> ML) a necessary connection? In other words, since graphs are the most general data structures, they are so prevalent in ML and non-optional for multimodal learning.

sanjarcode commented 1 year ago

Think

Source of thought: https://github.com/sanjar-notes/machine-learning/issues/12 video