Solving problems with gradient ascent, and training an agent in Doom.
Justin Francis is currently an undergraduate student at the University of Alberta in Canada. Justin is also on the software team for the university's engineering club 'Autonomous Robotic Vehicle Project' (arvp.org) helping implement and experiment with deep learning and reinforcement learning algorithms. In the past, he was the founder and educator at a non-profit Community Cooperative bicycle shop and spent two years exploring and experiencing the Georgia Strait on his sailboat.
How to create your own custom object detection model.
Building convnets from scratch with TensorFlow and TensorBoard.
A demonstration of basic reinforcement learning problems.
An informative, visual, and interactive MNIST tutorial.
Take deep learning mobile.
Building a fast, accurate image classifier on the cheap.