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How to properly set up a neural network to highlight characteristic points?
Good day, there is a task to find key points on faces
At the moment there is a certain number of input images (faces) and the same number of output face images with key points marked on them (points were marked with a marker in the photo editor)
It is planned to use the keras library for building a convolutional neural network due to good performance and detailed documentation
The question is:
What is the best way to feed images to CNN (black and white, grayscale, reduced, original size?) and what to give CNN as training output: images with marked points or an array with the coordinates of each point (there are about 70 of them)?
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What is the best way to submit images to CNN (black and white, grayscale, scaled down, original size?)
and what to give the CNN as training output: images with marked points or an array with the coordinates of each point (there are about 70 of them)Option 2 - "array with coordinates of points". Of course, if your goal is to "find key points on faces."
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