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opencv

Open Source Computer Vision Library

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

sagemaker-plagarism-detection

This project was done for educational purposes only. I developed a simple plagiarism detection model and deployed it on AWS SageMaker.

self-supervised-skku

Final Project for Deep Learning Course at Sungkyunkwan University (2021 Spring). Placed 1st at Kaggle's in-class competition (0.95957 accuracy).

skku-chat-app

This is a final project for Open Source Software Practice course at Sungkyunkwan University, Spring 2022

smote-pytorch

Pytorch Implementation of SMOTE

sudoku-solver.pytorch

Using Relational Reasoning in Deep Learning to Solve Sudoku

transformer_pytorch

warehouse-raspberry-pi-robot-

I present a Raspberry Pi robot that imitates the path navigation functionality of the modern warehouse robots used in various huge companies, such as Amazon. As it can be seen from the figure supplies, there are some marks, in the form of black lines, using which robots are able to orientate and travel around a warehouse. Thus, we provide a simplified model of the system where a robot is able to follow a path obtained using Dijkstra’s algorithm. With the help of socket programming (as we learnt from class), we managed to connect the robot to a device that is on the same network.