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 avatar commented on August 20, 2024

Read the RGB value of each pixel and feed each pixel as your input. Doing this with Javascript is very slow, so you should learn Tensorflow/Keras in combination with a top Nvidia card which has Tensorcores.

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ZauChoco avatar ZauChoco commented on August 20, 2024

I tried, but each images don't have the same number of pixels, because of compression.
I could send everything in one input?
Prgb+P²rgb+P³rgb.......

For instant, I try with Javascript, but I will certainly change with another language.

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 avatar commented on August 20, 2024

You can create Javascript code with Javascript to adopt your inputs to different pixel size, but that's more of a hack. You need to optimize and tune your neural network, for that you need static input size. Maybe define 3 models, small pix, medium and large pix and optimize each network. But that still will be slow in Javascript. Using Tensorflow you can be 100-1000x faster, limit ist just your hardware budget.

I recommend to read study this blog daily:
https://machinelearningmastery.com/blog/

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