After running training and validations on multiple models (VGG11, VGG13, VGG16, ResNet18, ResNet34, ResNet50, ResNet152, ResNet100, InceptionNet3) our model consistently overfit the training set, a problem we were unable to solve with traditional methods like regularization and using more data (we made the desperate blood sacrifice of our test set in order to feed the network). Max is also recovering from a serious back injury, and cannot justify neglecting his health in pursuit of the hack any longer. It was a good run (don't worry, we plan on coming back to this problem in the future but feel as if we have greatly underestimated the complexity of this problem in the present and you can expect to have updates on GitHub in a time to come).
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