Yasin's Projects
This is our digital logic design project. The java program takes assembly code and converts it to hexadecimal code. And hex code is input for our Logisim circuit's instraction memory file. Logisim circuit runs the instructions and modify registers and data memory.
This is a Deep Learning project to classify Cats and Dogs.
A framework for implementing federated learning
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"
This project is part of the our University's course "Introduction to Deep Learning". The goal of this project is to classify flowers using CNN and 3 different pretrained models (ResNet, DenseNet, EfficientNet).
This project is a part of K136. Kodluyoruz & Istanbul Metropolitan Municipality Data Science Bootcamp.
This is the first project for Global AI Hub's AI Summer Camp'22.
This project is our graduation project for K136. Istanbul Data Science Bootcamp.
This is a NodeJS-based RESTful API for managing orders. It uses the Express framework and PostgreSQL for data storage.
Personalized federated learning simulation platform with Non-IID and unbalanced dataset
This was a programming 2 group project. I made this with @yusufatalay.
PyTorch tutorials.
This is a Node.js-based RESTful API for Quiz APP. It uses the Express framework and PostgreSQL for data storage.
Simulation of a student registration system for checking the bottlenecks of the system.
This is a simple web application to list a spotify user's top tracks and artists.