Image Generator Machine Learning. Python notebook containing tensorflow dcgan implementation. Even if you have no machine learning experience you can start with some of the simpler tools and expand from there.
Keras imagedatagenerator class allows the users to perform image augmentation while training the model. If you do not have sufficient knowledge about data augmentation please refer to this tutorialwhich has explained the various transformation methods with examples. It was trained on a simpsons faces dataset.
Image generator drawing cartoons with generative adversarial networks.
This ability to interpret objects through the tools that created them gives us a richer understanding of the world and is an important aspect of our intelligence we. While machine learning does an almost perfect job of classifying images it seems to fumble a bit with generating them. You can also refer this keras imagedatagenerator tutorial which has explained how this imagedatagenerator class work. By the end of this article you will be familiar with the basics behind the.