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I’m Aydin, backend developer interested in developing deep learning models.

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My main repositories:

Pneumonia-Detection-Ai Ai-MNIST-Advanced-model

PyTorch-Project-Template Pytorch-Garbage-Classification

Aydin's Projects

advanced-arduino-datalogger icon advanced-arduino-datalogger

This project is an advanced datalogger that logs temperature, humidity, and air pressure. It uses an Adafruit SHT31 sensor for temperature and humidity, and a BMP180 for air pressure.

ai-mnist-advanced-model icon ai-mnist-advanced-model

This project uses an AI model trained on the MNIST dataset to predict handwritten numbers with img noise.

pneumonia-detection-ai icon pneumonia-detection-ai

This project uses a deep learning model built with the TensorFlow Library to detect pneumonia in X-ray images. The model architecture is based on the EfficientNetB7 model, which has achieved an accuracy of approximately 97.12% (97.11538%) on our test data. This high accuracy rate is one of the strengths of our AI model.

primegen_cpp_multithreaded icon primegen_cpp_multithreaded

A multi-threaded prime number generator that efficiently finds and logs prime numbers to a file. Utilizes modern C++ features like atomic variables, mutexes, and condition variables for thread synchronization. The program dynamically adjusts the number of threads based on the hardware concurrency or a custom number, ensuring optimal performance.

python-check-arg icon python-check-arg

The check_arg function is a handy Python code snippet that checks if a specific argument exists in a list of arguments. It's a reusable piece of code that you can easily integrate into your projects.

python-cli-template icon python-cli-template

This is a Python-based Command Line Interface (CLI) template. It's designed to be interactive and user-friendly, providing a variety of commands for users to interact with the system. You can customize this template to suit your needs by modifying the global variables, helper functions, and command functions.

python-cli-toolkit icon python-cli-toolkit

This Python CLI Toolkit is a powerful tool for creating command-line interfaces (CLI) with Python. It provides a framework for defining commands, handling user input, and managing modules.

python-debug-print icon python-debug-print

This function is used for debugging purposes. It prints out various information about the data passed to it.

pytorch-garbage-classification icon pytorch-garbage-classification

Welcome to the repository of our garbage classification project! We have developed a model using PyTorch and EfficientNet-B4 that classifies garbage into twelve different types. The model has achieved an impressive accuracy of 98.45%.

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