cazala
Image as an input
Hello,
How to send an image as an input to make a prediciton ?
For example: If I want to make a neural network to know if an image is red, how to send the image ? In this case, it would be a buffer.
Thank you
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.
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.
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/