Although ruined by youtube video compression, this still shows interesting elements of a training loop. You can see that the model starts with nothing; just noise. As it improves it slowly narrows down what it means to show a bird. Near the end the image classifier outpaces the generator and the entire process falls apart. Future versions would add extra deconv filters and layers to the generator, while also regularly resetting the classifier.