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ztutor's Projects

break-the-ice-with-python icon break-the-ice-with-python

The repository is about 100+ python programming exercise problem discussed, explained, and solved in different ways

chest-xray-synthesis icon chest-xray-synthesis

Using GANs and Stable Diffusion to generate Chest Xray data points and evaluating them using convolutional classifiers.

coronet icon coronet

CoroNet is a Covid-19 detection and diagnosis tool. It scans chest x-rays and clasifies it into normal, pneumonia or covid classes

covid-19 icon covid-19

Automated Detection of COVID-19 Cases Using Deep Neural Networks with X-Ray Images

cproj icon cproj

3 programms: Snake, Module, Optimization

dung-beetle-optimizer icon dung-beetle-optimizer

Dung Beetle Optimizer (DBO) is a new swarm intelligent optimization algorithm, which was proposed in 2022. It is mainly inspired by the biological behavior of dung beetles. It is characterized by strong optimization seeking ability and fast convergence speed.

ensemble-pneumonia-detection icon ensemble-pneumonia-detection

Based on our paper "Pneumonia Detection from Chest X-ray Images using a Novel Weighted Average Ensemble Model" published in Nature- PlosOne

gari icon gari

GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

mafese icon mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

mealpy icon mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

ml-lessons icon ml-lessons

Intro to deep learning for medical imaging lesson, by MD.ai

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