chatbot-greeting-system-with-face-detection

Revolutionary Chatbot Greeting System: Seamlessly Welcoming Users through Face Detection Technology

container-liquid-level-detection

This project aims to develop an automated system for segmenting containers based on liquid levels. By detecting variations and errors in the levels, the system predicts if a bottle is accepted or rejected, ensuring accurate quantification and quality control on a conveyer belt.

data-mining-lab

Explore data preprocessing and machine learning with this Jupyter Notebook, covering essential techniques and algorithms

flan-t5-exploration-with-t5-small-fine-tuning

This repository contains code for leveraging Flan-T5 for initial exploration and fine-tuning the T5-Small model to generate concise and informative summaries from text data.

geomagnetic-storm-detection

Developed a solution to predict the value of Kp index, calculated from geomagnetic field data across 13 locations on Earth & data from DSCOVR satellite. Used ARIMA, to make these predictions based on Level 1 time series data provided by NASA. Kp index prediction gives us valuable insights into current Geomagnetic Weather.

high-end-image-processing

This project aims to improve image registration accuracy by integrating feature extraction and machine learning techniques. It involves a multi-step process, including preprocessing, feature detection, robust estimation, and perspective transformation. Machine learning classifier is trained using extracted features.

industrial-tool-anomaly-detection

intrusion-detection-system

This project demonstrates the development of an intrusion detection system using machine learning techniques such as LSTM and CNN to safeguard networks against malicious activities and cyber threats.

lunar-terrain-understanding-and-autonomous-navigation

By employing the UNet-VGG architecture, we improve terrain understanding, enabling safer and more efficient lunar rover navigation, paving the way for advanced lunar exploration.

maatrika-p

Developer leveraging technology to solve real-world problems and create innovative solutions.

maatrika_portfolio.github.io

Find my recent project works on my portfolio. If you like what you see, star it!

neuroadaptive-recommender-system-openbci-learning-analytics

Revolutionize education with a Neuroadaptive Recommender System. Personalize learning using OpenBCI data & learning analytics. Enhance outcomes by bridging gaps, adapting in real-time. Empower learners, educators, institutions. Engaging, data-driven EdTech solution

road-segmentation

This code implements road segmentation using an FCN model. It loads a dataset, defines the model architecture with convolutional and upsampling layers, trains the model, evaluates its performance, and displays example predictions. The goal is to accurately segment roads in images.

segmentation-system-for-self-driving-cars

Unlock the potential of autonomous vehicles with advanced object detection and segmentation. Harness the BDD100K dataset to enhance road safety and transportation efficiency

ship-detection-in-sar-images

Ship Detection in SAR Images: A repository for analyzing, training, and testing ship detection models using Synthetic Aperture Radar (SAR) images.

social-network-analysis-facebook

Utilized Social Network Analysis to explore Facebook data, identifying key individuals, and visualizing network patterns to gain insights into online social connections and interactions.

streamlit-chatbot-using-llama2

task-management-system

weather-forecast-cli

This project integrates Bing API for geocoding, OpenWeatherMap API for weather data, and leverages GitHub Copilot for AI-generated code. Fetch weather for cities or user location, display temperature/humidity with color-coded formatting. Streamline development with AI assistance.

web-technologies-labs

Web Tech Lab: Exploring JS, CSS, HTML, PHP, JSP projects for hands-on learning and innovation.