Cover Song Detection using Convolutional Neural Networks

made by marko, submitted by porterjamesj
This code can detect whether one song is a cover of another, and was eventually published at ICML 2018!

Clickmine

made by isthisanart, submitted by porterjamesj
Click to mine Etherium. Talk about skeuomorphism!

The Cartoonist

made by torypeterschild, submitted by porterjamesj
I love the attention to detail in this website, even the font is custom designed!

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

made by tgebru, submitted by rachel
This paper details how Timnit and her team used Google Street View images of cars, deep learning, and neural networks to (accurately!) predict the demographics and political leanings of a neighborhood based on the types of vehicles detected there.

How to trick a neural network into thinking a panda is a vulture

made by bork, submitted by nicholasbs
This is a clear, fun, and fascinating essay that explains how neural networks can get image classification woefully wrong.

An All-in-One DAG Toolkit

made and submitted by vaibhavsagar
This algorithm tells you if a given directed graph is acyclic or not and simultaneously puts its vertices into the most convenient order for processing, all in linear time!

Colorburst

made by stan, rcyan, submitted by porterjamesj
It's soothing to watch the colors on the image gradually pour in. You can get a processing sketch that lets you try it with your own image here: https://www.openprocessing.org/sketch/397165.

Pico-8 Fantasy Game

made and submitted by aerw
Pico-8 is a game design VM with hard restrictions on resources code length, color palette, etc). This forces tradeoffs that boil down a project to its essence, and in my opinion makes it more fun. The game was my first project with this machine - somehow it was both frustrating and enlivening at the same time.

Oops! OOP Is Not What I Thought

made by Anjana, submitted by heime
Awesome talk on reconciling OOP vs FP

Exploding Git Repositories

made by Kate Murphy, submitted by porterjamesj
This project started out as a fun exploration and ended up with a CVE number! https://nvd.nist.gov/vuln/detail/CVE-2017-15298