Jeffrey Tan

auto-maple. Artificial intelligence for MapleStory that uses machine learning and computer vision to navigate challenging in-game environments

yolo-v1. PyTorch implementation of YOLOv1 presented in "You Only Look Once: Unified, Real-Time Object Detection" by Joseph Redmon, Santosh Divvala, Ross Girshick, Ali Farhadi

auto-maple-resources. Community repository for Auto Maple command books and routines

attention-is-all-you-need. PyTorch implementation of "Attention Is All You Need" by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin

planit. Assignment tracker for students that automatically compiles due dates into an interactive calendar

deep-residual-learning. PyTorch implementations of the deep residual networks published in "Deep Residual Learning for Image Recognition" by Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun

github-statistics. GitHub stat tracker that uses GraphQL to retrieve public and private user statistics

ml-paper-implementations. Collection of my implementations of various machine learning papers

tanjeffreyz. Real-time statistics and animated graphics for my GitHub profile

electrotactile-braille-display. Refreshable braille display that uses electrical pulses to simulate the feeling of braille dots on the user's fingertips

convolutional-autoencoder. Pytorch implementation of "A Better Autoencoder for Image: Convolutional Autoencoder" by Yifei Zhang

batch-normalization. PyTorch implementation of batch normalization from "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift" by Sergey Ioffe, Christian Szegedy

2face. Full stack web application for two-factor authentication (2FA) using facial recognition

code-ip-prompt. https://icml.cc/virtual/2023/poster/24354

generative-adversarial-networks. PyTorch implementation of "Generative Adversarial Networks" by Ian J. Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, Yoshua Bengio

neural-algorithm-of-artistic-style. PyTorch implementation of "A Neural Algorithm of Artistic Style" by Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge

cs180-portfolio. Webpages showcasing my CS 180 computer vision projects

pytorch-multi30k. Patch for PyTorch's Multi30k machine translation dataset (WMT16)