https://github.com/tsopermon/yolo-auto-training

System that allows automatic training of YOLO models, with minimum dataset preparetion

dataset object-detection ultralytics yolo

Last synced: 29 Aug 2025

https://github.com/tsopermon/comparison-ml-algorithms

This repository compares the performance of Adaline, Logistic Regression, and Perceptron models on binary classification tasks using linearly, non-linearly, and marginally separable datasets from the Iris dataset. It includes MATLAB implementations, 10-fold cross-validation, and visualizations of decision boundaries and MSE histories.

adaline binary-classification classification-accuracy cross-validation data-visualization decision-boundaries iris-dataset logistic-regression machine-learning matlab mse neural-networks perceptron

Last synced: 15 Mar 2025

https://github.com/tsopermon/certificate_assignments

Applied Data Science capstone project's notebooks and presentation. SpaceX landings' predictions and insights.

Last synced: 24 Mar 2025

https://github.com/tsopermon/search-algorithms-matlab-aivc

Implementation of classical search algorithms (Uniform Cost Search, A*, Best-First Search, Breadth-First Search, and Depth-First Search) using MATLAB. The project explores blind and heuristic search techniques applied to graphs with edge costs and heuristic estimates, including applications to Bucharest city searching problem.

Last synced: 24 Mar 2025

https://github.com/tsopermon/nlp-sentiment-analysis-project

This repository contains a sentiment analysis project on Baldur's Gate 3 Steam reviews using natural language processing (NLP) techniques. It leverages machine learning and deep learning models to classify reviews as positive or negative. The project includes preprocessing steps, feature extraction, and performance evaluation across various models.

baldur-s-gate-3 deep-learning machine-learning natural-language-processing nlp-visualization sentiment-analysis steam-reviews

Last synced: 24 Mar 2025

https://github.com/tsopermon/fassignment

Last synced: 24 Mar 2025

https://github.com/tsopermon/datascienceecosystem

Uploading my notebook to share it

Last synced: 24 Mar 2025

https://github.com/tsopermon/pannuke-segmentation-aivc-deep-learning

deep learning msc assignment

deeplab-v3-plus pannuke resnet-50 unet-image-segmentation

Last synced: 07 Oct 2025

https://github.com/tsopermon/cv-and-photogrammetry-aivc

Assignments' docs and files of the course "Computer Vision & Photogrammetry"

Last synced: 07 Oct 2025