Top Final Year Engineering Projects & MCA/BCA Project Ideas for 2025 in Coimbatore

Popular Projects

Python Projects:-

• 1. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 2. deep learning model for low light image enhancement for pre processing
• 3. depression detection from social network data using machine learning techniques
• 4. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 5. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 6. hiding text in image using steganography with captcha authentication
• 7. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture
• 8. plant leaf disease detection using flask ai powered web applications
• 9. customer support chat bot using natural language processing
• 10. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy

Web Application:-

• 1. ai-driven dog disease detection system using deep learning
• 2. power consumption monitoring and prediction system using machine learning and flask
• 3. spam email detection using machine learning | ai based email spam filter project
• 4. online birth certificate system
• 5. smart drought detection system using satellite data and real-time ai weather analysis
• 6. electricity billing system java swing mysql java project
• 7. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 8. cardiovascular disease prediction using retinal image deep learning project
• 9. mango leaf disease identification & classification using ai
• 10. online examination system using php my sql

Machine Learning:-

• 1. gui based secure image steganography using spread spectrum, aes encryption and error correction
• 2. car sales prediction using machine learning algorithm
• 3. gold price prediction using ensemble based machine learning
• 4. key generation for zero steganography using dna sequences
• 5. inventory management system using machine learning
• 6. phishing websites detection using machine learning with flask web application
• 7. online payment fraud detection system using machine learning | real-time secure transaction
• 8. ai based architectural image captioning system for blind students
• 9. credit card fraud detection using machine learning
• 10. ai-driven deep learning approach for diagnosing diabetic retinopathy

Embedded Projects:-

• 1. mobile detector using arduino
• 2. smart home automation system using iot with web and mobile control
• 3. fire detection by using iot
• 4. smart canteen
• 5. collective intelligence-driven analytics with next-generation communication for smart cities
• 6. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 7. smart blind stick for visually impaired sensor-based walking aid
• 8. fingerprint based voting system
• 9. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 10. smart medication management system for elderly people

IoT Projects:-

• 1. design and implementation of food intelligent monitoring system
• 2. smart irrigation system using esp32 and iot for automated soil moisture monitoring and water management
• 3. smart agriculture robot with iot-based automation for efficient farming
• 4. iot based food dispenser
• 5. medical patient monitoring system with real-time web dashboard with ml
• 6. automatic fault detection and clearing system in electric vehicles
• 7. smart flood alert system for real-time early warnings using handheld devices
• 8. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 9. iot base agriculture plant monitoring and automatic control water pump
• 10. solar panel tracking system for maximum energy efficiency using smart automation

Raspberry Pi Projects:-

• 1. deep learning based weed detection and plucking
• 2. ai-based weather forecasting system using raspberry pi and machine learning
• 3. raspberry pi based plant disease prediction system using image processing techniques
• 4. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 5. smart classroom automation and attendance monitoring system using raspberry pi
• 6. hiding text in image using steganography with captcha authentication
• 7. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 8. raspberry pi based secure door lock system using rfid and lcd display
• 9. fire fighting robot using image processing
• 10. real-time plant irrigation, disease, and animal detection

Java Projects:-

• 1. online train ticket booking system java jsp mysql java project
• 2. developing an online banking application with spring boot reactjs and mysql
• 3. supermarket billing system java swing mysql java project
• 4. cloud based expense tracker system
• 5. data leakage detection system using alteration-based tracking java project
• 6. travel ease you all in one transportation booking companion application
• 7. online examination system
• 8. detecting mobile malicious webpages in real time
• 9. electricity billing system java swing mysql java project
• 10. online tourism management system java mysql java project

Electrical Projects:-

• 1. improved high step-up boost-based dc/dc converter with built-in transformer and active clamp for dc microgrids
• 2. design and simulation of nine level switched capacitor multi level inverter
• 3. fuzzy logic control for quadratic boost converter design and performance analysis electrical projects for final year projects
• 4. a single-phase boost pfc based on-board ev charger
• 5. design and implementation of a single-phase 15-level inverter with reduced components
• 6. fuzzy logic controlled interleaved boost converter for efficient battery charging | matlab simulation
• 7. high stepup switched-capacitor 13-level inverter with reduced switches | design & simulation
• 8. simulation of pv_wind_bess hybrid systems for dc microgrids modeling and optimization best power electronics and power system projects and projects ideas
• 9. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute
• 10. single-phase hybrid cascaded h-bridge and flying capacitor multilevel inverter with capacitor voltage balancing

Image Processing:-

• 1. real time fish detection and tracking for smart aquarium
• 2. cnn autoencoder for image compression and reconstruction of remote satellite images/ radar images
• 3. vitamin deficiency detection using image processing and convolution neural network
• 4. forensic object detection and 3d crime scene visualization
• 5. yoga pose and human activity recognition system
• 6. banana leaf disease identification using image processing methods
• 7. gan-based image super-resolution with a novel quality loss
• 8. an automated system to limit covid-19 using facial mask detection and cnn
• 9. ai based stress level prediction for it employees using machine learning final year projects
• 10. ai-powered blood pressure state classification system

AI Projects:-

• 1. ai voice chatbot with natural conversation
• 2. automated classification of cervical cancer using machine learning techniques
• 3. ai chat bot for college departments
• 4. bitcoin price prediction using lstm and multioutput regression models with flask
• 5. real time color detection system using python and opencv
• 6. ai-based personal finance manager
• 7. voice-based email system for visually challenged users
• 8. smart crop yeild prediction based on environmental parameters
• 9. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 10. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy

Data Mining:-

• 1. tour recommender app using cloud resource sharing cloud computing java project

Cloud Computing:-

• 1. network monitoring system java project
• 2. encrypted cloud storage system using aes-gcm
• 3. spring boot-based hospital management system for efficient healthcare operations
• 4. news aggregator using cloud api cloud computing java project
• 5. microservice-based banking application spring boot reactjs mysql cloud project
• 6. cloud based e-learing portal cloud computing java project
• 7. cloud based expense tracker system
• 8. email spam deduction system using java
• 9. complete blood bank management system java spring boot react mysql
• 10. voice command app with cloud functions cloud computing java project

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

• 1. online employee booking system for building construction
• 2. hospital management system web application using mern stack
• 3. e-commerce web application based on mern software
• 4. twitter clone using mern stack web application
• 5. mern stack chat appilication with translation
• 6. online examination system with proctoring
• 7. facebook clone web application using the mern stack
• 8. music player web application using mern stack
• 9. course-selling web application using the mern stack
• 10. instagram clone web application using the mern stack

Android Projects:-

• 1. automated attendance system using facial recognition
• 2. online movie streaming app
• 3. bluetooth messenger chat app
• 4. gym workout maintenance app
• 5. covid19 stat app using android app
• 6. automated attendance system using facial recognition
• 7. speech to text and text to speech android app
• 8. android quiz app

Blockchain Projects:-

• 1. block chain powered cyber risk prediction and insurance platform
• 2. blockchain-based e-voting system using flask and python
• 3. efficient and lightweight blockchain for secure transaction tracking using python
• 4. attendance tracker system java mysql java project
• 5. a blockchain-powered secure framework for organic agriculture
• 6. microservice-based banking application spring boot reactjs mysql cloud project

Mini Projects:-

• 1. directory management system
• 2. eyeball movement based computer cursor control using raspberry pi and opencv
• 3. bitcoin price prediction using lstm and multioutput regression models with flask
• 4. real time fish detection and tracking for smart aquarium
• 5. speed read technique using nlp
• 6. credit card fraud detection using machine learning
• 7. machine learning techniques for chronic kidney disease risk prediction
• 8. electricity billing system java swing mysql java project
• 9. advanced generative modeling for climate change forecasting and impact evaluation
• 10. eyeball movement based computer cursor control using raspberry pi and opencv

BCA Projects:-

• 1. electricity billing system java swing mysql java project
• 2. road semantic segmentation in autonomous cars using layer-wise training
• 3. hand gesture detection for multi language recognition using convolutional neural network
• 4. django polling system
• 5. key generation for zero steganography using dna sequences
• 6. banana leaf disease identification using image processing methods
• 7. hospital management system
• 8. daily expense tracker system
• 9. gym management system using php
• 10. complete blood bank management system java spring boot react mysql

MCA Projects:-

• 1. e-commerce web application based on mern software
• 2. content based image retrieval using convolutional neural network
• 3. gym management system using php
• 4. hand gesture detection for multi language recognition using convolutional neural network
• 5. spam detection using machine learning algorithm
• 6. smart phone addiction classification using machine learning
• 7. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 8. supermarket billing system java swing mysql java project
• 9. simple product sales website using html css javascript
• 10. multimodal biometric system based on human signature and palm image

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

• 1. smart flood alert system for real-time early warnings using handheld devices
• 2. ai-based loose screw detection in truck assembly line for quality control
• 3. automatic fault detection and clearing system in electric vehicles
• 4. real time vital sign monitoring using ai enabled wearables
• 5. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 6. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 7. smart flood detection and alert system using ml and handheld devices
• 8. ai powered smart helmet with eye tracking and automated emergency services
• 9. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 10. fingerprint-based blood group detection system using image processing and machine learning

Free Final Year Projects :-