Machine Learning

Car detection

Overview: This project aims to detect cars and other vehicles using YOLOv8m, a real-time object detection…
Pothole detection

Overview: This pothole detection project utilizes YOLOv8m to identify and classify potholes in road conditions. The…
Bank marketing(Model comparison)

Overview: The goal of this project is to classify whether a client will subscribe to a…
Bank customer targeting

Overview: This project focuses on predicting customer reactions to opening a bank account, based on historical…
Lunch box demand forecast

Overview: This project focuses on predicting lunch box sales using historical data to forecast future demand.…
Music labeling

Overview: This project focuses on music labeling by predicting music categories based on audio data. The…
Titanic survival prediction

Overview: This project aims to predict whether passengers on the Titanic survived based on their personal…
Irise classification

Overview: This project focuses on predicting Iris flower varieties based on specific features using a Decision…
Abalone age prediction

Overview: This project aims to predict the age of abalones based on physical measurements using an…
Classification of poisonous mushrooms

Overview: This project focuses on classifying poisonous mushrooms based on their features using a Decision Tree…
Prediction of soccer spectator attendance

Overview: This project focuses on predicting the number of spectators attending soccer matches based on historical…
Handwriting recognition

Overview: This project focuses on recognizing handwritten digits using a neural network. The system is trained…
Automatic text generation (NLP)

Overview: This project focuses on automatic text generation using Natural Language Processing (NLP). The app is…
Predict House Prices

Overview: The Predict House Prices analysis aims to forecast housing prices using both Linear Regression and…
Dr.Semmelweis Analysis

Overview: The Dr. Semmelweis Analysis explores how mortality rates changed after implementing a hand-washing policy in…