Michael Huang's Website

Take a look around my personal projects!

(Some are not made public yet)

Machine Learning

Frustratingly Simple Few Shot Object Detection

A reproduction of the paper Frustratingly Simple Few Shot Detection. Mostly reproduces the accuracy achieved in the paper. It's written completely in vanilla PyTorch with no Detectron2 dependency!

Facemask Detection

An experimental architecture combining YOLO frontend with Fast RCNN backend tailored for face and facemask detection

Window Detector

Part of the Window Cleaning Drone project. We use both traditional computer vision and the specicial polarizing effect of windows to detect them

Remember Shazam? Well this is an open-source version of it I built with my friends that only has a database of 21 songs... But it works! Play a song while you run the program, then it gives you the song's name!

SqueezeNet PyTorch Implementation (with tweaks for caltech256 dataset)

I implemented SqueezeNet, a popular efficient CNN architecture in PyTorch for almost no reason :)

Stock Prediction

A couple RNN/LSTM-based models for predicting stock prices. Feel free to try it, but I'm not responsible for any investment losses

Optional Pooling Layer

A relatively failed experiment to produce scale invariance using optional pooling to provide more versatility than image pyramid

Game Development

Hunger Games

A 3D first-person shooting game that builds off the story of the book Hunger Games. See video

ElasticSpace

A 2D mobile game with spaceships, space, and bouncy stars, play it here

Robotics

VEX 2019

Our opensourced VEX 2019 season code (include computer-vision-based autonomous round)

VEX 2021

Nope, we won't be opensourcing our code yet

Engineering

Andover Window Cleaners

We are an aspiring group aiming to build a semi-autonomous drone system to clean windows by pressure spraying them

Michael Huang