[deevelton]

This was just a fun thought experiment.

Feed it two inputs (e.g. chance of rain and wind speed; this is one of the examples in the demo) and it learns to answer a yes/no question like "bring an umbrella?" It's a one-neuron binary classifier with three learned parameters: two weights and a bias. Those three numbers map directly to Red, Green, and Blue. Save the model: you get a 1x1 PNG. Load the pixel: you get your classifier back. The color is the model.

[mememememememo]

It is fun. The trainer seems to get stuck in local minima though.

[deevelton]

Thanks; does this fix it? https://github.com/dvelton/ai-pixel/commit/ba04e1c649e0ec99b...

[mememememememo]

Tried again and no. To reproduce create a corridor e.g.

    X    O
    
     X     O

      X   O
       X     O

       X   O

Line can get jammed in non vertical positon.

[deevelton]

Increased default epochs to 2000 instead of 500, I think that fixed it but let me know if you still run into this.

[mememememememo]

Works for me now, thanks!

[deevelton]

awesome! thanks for checking it out