Comments (3)
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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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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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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