Adele's repositories
autonomous-vehicle
Vehicle simulation using distance-sensors and a front radar in order to overtake the other vehicles controlled by SUMO.
human-activity-recognition
Implementation of human activity recognition using a Convolutional Neural Network combined with a Long-Short Term Memory Network
quadcopter
Drone controller simulation with the DJI Mavic 2 PRO
kaggle-notebooks
This repository contains a collection of Kaggle notebooks showcasing various data science and machine learning projects and competitions. Each notebook presents a comprehensive analysis of the dataset, explores different modeling techniques, and provides insights into the problem-solving process.
rapido-project
Prediction of future taxi order request based on 1 year of historical data
tensorflow-ML
ML with Python
virtual-mouse
Python and openCV-based AI implementation for mouse movement simulation with real-time camera identification of hand landmarks and monitoring gesture patterns.
webfolio
Portfolio website source code
auto-correct-model
An implementation of a spell checker that uses a corpus file to compute word probabilities and suggests corrections for misspelled words by applying edit operations like delete, swap, replace, and insert.
book-recommendation-system
A Book Recommendation System that utilizes Python libraries such as numpy, pandas, seaborn, and matplotlib to recommend books based on user input.
DL-diabetes-prediction-model
A Deep Learning Diabetes Prediction Model implemented as a Jupyter Notebook that employs various machine learning techniques to predict the likelihood of diabetes based on a set of features.
gesture-volume-control
AI Computer volume control using Google MediaPipe framework and OpenCV library
language-classification-system
A model that utilizes text data preprocessing, feature engineering, correlation reduction using PCA, and training a Decision Tree Classifier to classify languages based on input text data.
lyft-vagabond-systems
Lyft Software Architecture
resume-screening
This is a basic implementation of a resume screening model using machine learning techniques
salary-prediction-web-app
A project that uses Streamlit to create a web application for predicting software developers' salaries based on their country, education level, and years of experience.
sentiment-analysis
Implementation of sentiment analysis on a dataset using the TextBlob and vaderSentiment libraries.
tensorflow
An Open Source Machine Learning Framework for Everyone
text-summarizer
The project is a Python implementation of a Text Summarizer. It uses various natural language processing (NLP) techniques to generate a summary of a given text.
thymio_bot
Obstacle avoidance bot simulated with the Thymio Explorateur II
voice-assistant
Python script that utilizes natural language processing (NLP) and machine learning techniques to create a voice-activated assistant. It integrates with Microsoft Bing and GPT-3.5-turbo API services and provides responses to user prompts, using speech recognition, text-to-speech synthesis, and OpenAI's NLP models.
whatsApp-chat-sentiment-analysis
A model that performs sentiment analysis on a WhatsApp chat file to determine the ratio of positive, negative, and neutral messages in the chat.
Y3S1
All programs Year 3 Semester 1 related
Y3S2
The repo contains projects and course works carried out during Y3S2