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Projects in Awesome Lists by aaleksandraristic

A curated list of projects in awesome lists by aaleksandraristic .

https://github.com/aaleksandraristic/artificial-intelligence-dijkstra-s-pathfinding---ake-maze

Utilizing Dijkstra's algorithm to find optimal path in dynamic maze environment with changing obstacles.

algorithms artificial-intelligence artificial-intelligence-algorithms dijkstra-s-algorithm pycharm-ide python

Last synced: 09 Oct 2024

https://github.com/aaleksandraristic/innovative-skin-cancer-screening-iscs-utilizing-cnn-models

The goal of this project is to employ deep learning models and advanced techniques to identify abnormalities by analyzing images of the skin tissues.

cnn-classification cnn-keras cnn-model convolutional-neural-networks deep-neural-networks densenet googlenet-inception-network image-classification image-processing python resnet

Last synced: 15 Nov 2024

https://github.com/aaleksandraristic/intelligent-ecg-diagnostic-system-based-on-cnn-models

Implement an intelligent diagnostic system capable of accurately classifying cardiac activity. By analyzing ECG images or electronic readings, the system aims to detect various abnormalities, including distinguishing normal vs. abnormal heartbeats, identifying myocardial infarction (MI) and its history, and assessing the impact of COVID-19.

classification-algorithm cnn-keras cnn-model convolutional-neural-networks deep-learning deep-neural-networks ecg-classification ecg-signal image-classification image-preprocessing machine-learning resnet resnet-50 vgg16 vgg16-model

Last synced: 15 Nov 2024

https://github.com/aaleksandraristic/machine-learning-predictive-models---ga-time-series-prediction

Developing an accurate and reliable financial prediction model for the next 5 years using historical data, to assist investors, traders, and financial analysts make informed decisions about buying or selling stocks in a dynamic market.

data-analysis-python data-management data-visualization-python forecasting-time-series machine-learning machine-learning-algorithms prediction-model python time-series-analysis

Last synced: 15 Nov 2024

https://github.com/aaleksandraristic/data-modeling---design-and-development-of-a2a-system

Designing and developing an information system called ‘A2A System’ utilizing Data Modeling Tools.

data-modeling lucid-architecture mvc-architecture uml-class-diagram uml-diagram uml-sequence-diagram

Last synced: 15 Nov 2024