Research code release for the Nightshade project from University of Chicago

The goal of this repo is to apply my theoretical understanding of popular CV algorithms with code. It includes implementations of Neural Style Transfer, CLIP, GAN, and StyleGAN. It's a mix of proof…

Neural style transfer in PyTorch.

StyleGAN2-ADA - Official PyTorch implementation

Explore the Computer Vision Interview Prep repository! This GitHub collection offers interview questions and answers for Data Scientists. Elevate your knowledge of computer vision, confidently tack…

CrochetPARADE (Crochet PAttern Renderer, Analyzer, and DEbugger) is a platform that allows users to create, visualize, and analyze both 2D and 3D crochet patterns.

Complete solutions for exercises and MATLAB example codes for "Machine Learning: A Probabilistic Perspective" 1/e by K. Murphy

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

PyTorch implementation of Mixer-nano (#parameters is 0.67M, originally Mixer-S/16 has 18M) with 90.83 % acc. on CIFAR-10. Training from scratch.

Pytorch reimplementation of the Mixer (MLP-Mixer: An all-MLP Architecture for Vision)

Translating Akkadian signs to transcriptions using NLP techniques such as HMM, MEMM and BiLSTM neural networks.