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Yuna Lee's Projects

advanced-deep-learning icon advanced-deep-learning

An advanced project implementing deep learning functionality from scratch using C++. Features include feed-forward neural network, L2 regularization, and parallel processing using OpenMP. The approach delivers an accuracy of at least 88% on Fashion MNIST dataset.

enhanced-actions icon enhanced-actions

Enhanced Actions is a leading open-source collection of LLM tools. Forge your own with the Assistive Development Environment!

gatere-bot icon gatere-bot

An AI-powered chatbot project inspired by ChatGPT, and leveraging OpenAI API for real-time language processing. Built with NextJS, Tailwind CSS, MongoDB, Mongoose, React Markdown, Vercel AI SDK, and Next Auth.

pytorch-cancer-image-grading icon pytorch-cancer-image-grading

This project contains a deep learning model based on the Medical Image Analysis (MEDIA) paper: 'Joint Categorical and Ordinal Learning for Grading Cancer in Pathology Images'. The model performs multi-task learning for categorical classification and auxiliary ordinal classification for Cancer Grading in Pathology Images.

torch-dnn-nlp-enhanced icon torch-dnn-nlp-enhanced

Enhanced PyTorch-based deep neural networks for natural language processing classification or sequence labeling tasks.

vision-dev-libraries icon vision-dev-libraries

This repository contains development/experimental code rooted in VXL, a range of C++ libraries oriented to Computer Vision and Image Understanding. It fosters an environment for less stable, experimental code that builds against VXL but stays distinct.

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