Dean Webb's Projects
A resource repository for 3D machine learning
:dress:3D Magic Mirror: Clothing Reconstruction from a Single Image via a Causal Perspective:dress:
A scalable & efficient active learning/data selection system for everyone.
Repo for the Advanced Android App Development course
Source code and code description of Team6_ISU for NVIDIA AICity Challenge 2017 track 1
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
In this project, I combine knowledge of computer vision techniques (OpenCV) and deep learning to build and end-to-end facial keypoint recognition system.
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
"Algorithms are not arbiters of objective truth and fairness simply because they're math."― Zoe Quinn
Reproduce AlignedReID: Surpassing Human-Level Performance in Person Re-Identification, using Pytorch.
Application Lifecycle Management Portal for source control, deployment, & testing statistics [#ASP.NET, C#]
License Plate Detection and Recognition in Unconstrained Scenarios
33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU
This repo contains annotated research papers that I found really good and useful
Effortless AI-assisted data labeling with AI support from Segment Anything and YOLO!
Arnold - DOOM Agent
Artificial Intelligence By Example Second Edition, published by Packt
Easy & Modular Computer Vision Detectors and Trackers - Run YOLOv7,v6,v5,R,X in under 20 lines of code.
ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.
Source for Action Schema Networks paper (AAAI'18)
An application of General Adversarial Imitation Learning using Sharpened Cosign Similarity.
Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.
An experimental open-source attempt to make GPT-4 fully autonomous.
Automatically create Faiss knn indices with the most optimal similarity search parameters.
Opinionated fork/implementation of Stable Diffusion
Implicit neural reconstruction, manipulation and scene composition for 3D object