Alvin Wan

neural-backed-decision-trees. Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

TexSoup. fault-tolerant Python3 package for searching, navigating, and modifying LaTeX documents

shiftresnet-cifar. ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch

timefhuman. Extract datetimes and durations from natural language text as Python objects. Supports ranges, lists, and more.

tex2py. converts LaTeX into a Python parse tree, allowing navigation using the default or a custom hierarchy

md2py. converts markdown into a Python parse tree

antsy3d. in-browser point cloud annotation tool for instance-level segmentation with fat markers

pcmatch. Iterative closest point (ICP) to match point clouds to templates

pc2vid. converts set of point clouds to a video using three.js

notion2markdown. python export for notion pages to markdown

sign-language-translator. Real-Time Sign Language Translation using Computer Vision

aframe-low-poly. low poly add-ons for aframe virtual reality

mirrorvr. live, desktop mirror for web-based virtual reality app running on mobile

squeezeDetMX. squeezeDet for object detection port to MXNet

hand-tracking-pong. Real-time Hand-Tracking Pong Game

kars. Three.js game for survival of the fittest (driver)

nbdt-pytorch-image-models. Neural-Backed Decision Tree sample integration with pytorch-image-models

pcp. label KITTI point cloud (3d) drivable area using provided image annotations (2d)

finger-detection-lite. Real-time Index Finger Detection for the ☝️ Gesture Proof-of-Concept

bots-for-atari-games. Bots for Atari Games using Reinforcement Learning

quupod. in-session questions queue, used by ~3100 students at UC Berkeley

riot. desktop app that detects which room you're in, for Internet of Things (IoT) applications

lightful. Real-Time multiplayer puzzle game in virtual reality

emotion-based-dog-filter. Real-time Emotion-Based, Snapchat-esque Dog Filter using Computer Vision

ergo. endless runner game in virtual reality

webopencv. Python package for accessing your webcam with a 1-click Glitch setup, without installing anything locally. Streams client-side video to a server-side Python script.

flowlets. converts KITTI tracklets into vectors denoting flow, for object tracking

codegen. Google Forms add-on that generates codes upon form submission, 239k+ downloads (2024)

PyQuiz. quiz application with configurable completion codes

antsy2d. in-browser point cloud annotation tool for instance-level segmentation using 2d projection

guide-to-hacking. source code for my "Guide to Hacking" tutorials

deep-q-learning. Deep Q-learning Neural Network using tensorflow

staging. template for course website generator and staging, production deployments

deep-q-learning-simplified. Numpy-only Q-learning Neural Network

kaggle-mimic. Gradescope Autograder that mimics Kaggle, minus a lengthy approval process and leaderboards

storm. semi-supervised deep learning for classification of molecular structures

webfscholar. Generate publications webpage from a google scholar

pymini. simplify, minify, and obfuscate python

motiosecure. toy security platform with motion detection implementation for cheap, low-quality camera lens

tricking-neural-networks. Fooling a neural network with adversarial examples

taboo. Taboo for web, iOS, and android with auto-generated cards

visualizing-neural-networks. Visualizing a neural network with saliency maps and neural-backed decision trees

recognizing-handwritten-digits. Training a neural network to recognize handwritten digits (MNIST), using PyTorch

self_grade. self-grading HTML generator and Gradescope autograder

three.depth.js. Plugin to display and download three.js depth maps, with equirectangular 360 and aframe support

UniExpect. doctest utility and inline testing for REPL languages

poosh. Automatically find and update remote copies of your local Git repository

knight-applescript. Collection of convenient Applescripts for easier Dictation

zombeee. online, endless zombeee survival game

real-life-fruit-ninja. slash and swipe in a real, physical space for fruit ninja beyond the digital screen

computer-graphics-from-scratch-cpp. Standalone C++ implementation of raytracing and rasterization without external frameworks. C++ port of Javascript demos from "Computer Graphics from Scratch"

iwut. collapsed python tracebacks

gym-tracker. track and log actions for a human player via OpenAI Gym