Manoj S's repositories
Architecture-Blueprint-Object-Detector
This mini project focuses on detecting doors and windows in architecture blueprints using a custom-labeled dataset with the YOLOv8 model family. The workflow includes manual annotation, preprocessing, data augmentation, training with different YOLO models, and evaluating performance metrics.
Adaptive-quiz-using-blooms-taxonomy-and-Unsupervised-Learning
adaptive quiz application that predicts question difficulty using Variational Autoencoder (VAE) reconstruction error, guided by Bloom’s Taxonomy for personalized learning
AI-Document-Parser
The project automates the extraction of structured tabular data from scanned or photographed documents such as invoices, receipts, and balance sheets.
AL-Basics
Basic AL (Application Language) codes for customizing Microsoft D365 Business Central
Banana_plant_decease_detection
A deep learning-based web application for detecting banana plant leaf diseases. The model classifies images into 7 categories — 6 diseases and 1 healthy class — using fine-tuned Convolutional Neural Network (CNN) models with transfer learning approach. The application is deployed using Flask, for easier image upload and prediction.
Civil-AI
This project is a multimodal, voice-enabled assistant designed for the civil engineering domain. It uses Azure AI services and a Retrieval-Augmented Generation (RAG) pipeline, all integrated into a simple web interface.
Face-Recognition-Surveillance-for-Semi-Public-Spaces
Face recognition-based entry system for semi-public area, enabling automated surveillance from CCTV feeds.
gesture_recognition_webapp
The Finger Counting Application is a computer vision-based project to detect and track hand movements
Question_Answering_System
The Multilingual QA System is a Flask-based web app that allows users to ask questions in multiple languages (Tamil, English) and receive accurate answers. Using pretrained transformer models for efficient question answering.
scheduling-GA
Manual scheduling is time-consuming and often inefficient. This project provides a flexible solution to automate scheduling using Genetic Algorithms.
Supply-chain-demand-forecasting
This project is a modified implementation of the Walmart Sales Forecasting project originally found on Kaggle.
Voice-Enabled-AI-Chatbot-Template-using-Bland-AI
A reusable Flask template that integrates Bland AI’s conversational pathways with voice-based interaction in the browser. Transcribes user speech, sends it to Bland AI, and speaks the AI's response back
E--commerce-website
A JavaScript-based e-commerce platform that allows users to browse products, select goods, and place orders. Payment integration is still in progress. The project emphasizes a user-friendly shopping experience and efficient order placement.
langchain
🦜🔗 Build context-aware reasoning applications 🦜🔗
Machine-Learning-Basics
A collection of machine learning, NLP, and generative AI models.
Meta-Product-Trend-Analysis-
Incomplete - Project Dropped