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matthewearl.github.io
Extracting Super Mario Bros levels with Python Created by Matthew Earl on June 28, 2018. Discuss on reddit! (??? points / ??? comments) Introduction For an upcoming project, I need to extract level data from the classic 1985 video game Super Mario Bros (SMB). More precisely, I want to extract the background imagery for each stage of the game, excluding HUD elements and moving sprites, etc. Of cour
Introduction Over the past few weeks I’ve been dabbling with deep learning, in particular convolutional neural networks. One standout paper from recent times is Google’s Multi-digit Number Recognition from Street View. This paper describes a system for extracting house numbers from street view imagery using a single end-to-end neural network. The authors then go on to explain how the same network
Number plate recognition with Tensorflow Created by Matthew Earl on May 06, 2016. Discuss on reddit! (??? points / ??? comments) Introduction Over the past few weeks I’ve been dabbling with deep learning, in particular convolutional neural networks. One standout paper from recent times is Google’s Multi-digit Number Recognition from Street View. This paper describes a system for extracting house n
Switching Eds: Face swapping with Python, dlib, and OpenCV Created by Matthew Earl on July 28, 2015. Discuss on reddit! (??? points / ??? comments) Image credit Introduction In this post I’ll describe how I wrote a short (200 line) Python script to automatically replace facial features on an image of a face, with the facial features from a second image of a face. The process breaks down into four
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