Minko Gechev • 10/20/2018

Playing Mortal Kombat with TensorFlow.js. Transfer learning and data augmentation

This technical article details the process of creating a posture classification algorithm to control a JavaScript Mortal Kombat game. It explores using TensorFlow.js and Convolutional Neural Networks (CNNs), applying transfer learning with MobileNet to improve upon a previous basic posture detection method. The post covers data collection, model training, and the technical challenges of real-time classification in the browser.

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#computer vision #Convolutional Neural Networks #Tensorflowjs