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A simple neural network predicting a light or dark font, and animating the forward propagation
Did you make the video? It look's somewhat similar to 3Blue1Brown. Are you using the same package to animate it?

Is this about light/dark fonts or light/dark colors? (Is the title here wrong?)

How did you get the training data. The classification of light/dark colors is somewhat arbitrary.

Do you have an example where this method to classify colors is better than the linear r*p+g*q+b*r>.5 ?