Top Final Year Engineering Projects for BCA MCA BE Students in 2025 in Mangaluru

Popular Projects

Python Projects

• 1. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 2. automated classification of cervical cancer using machine learning techniques
• 3. spam detection using machine learning algorithm
• 4. vision-based fire & smoke detection system using deep learning for real-time safety monitoring
• 5. ai-powered agricultural decision support farmlink
• 6. youtube trend prediction system using machine learning classification
• 7. smart drought detection system using satellite data and real-time ai weather analysis
• 8. automated bone tumor analysis using cnn unet
• 9. smart crop yeild prediction based on environmental parameters
• 10. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture

Web Application

• 1. voice command app with cloud functions cloud computing java project
• 2. ai-powered financial fraud detection system real time anomaly detection
• 3. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 4. english to hindi conversation using machine learning and flask web application
• 5. plant leaf disease detection using flask ai powered web applications
• 6. django polling system
• 7. bone tumour detection system
• 8. ai powered acoustic event detection for crop protection using bird sound recognition
• 9. alzheimer disease detection
• 10. online movie ticket booking system

Machine Learning

• 1. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 2. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 3. ai-based rare genetic disorder detection and consanguinity risk prediction using machine learning
• 4. youtube trend prediction system using machine learning classification
• 5. heart disease prediction using retinal images
• 6. smart surveillance and alert system for weapon detection
• 7. advanced health monitoring system for real time patient tracking
• 8. the use of vocal biomarkers from research to clinical practice
• 9. implementation of recognition model for ancient kannada epigraphs using image processing
• 10. ai-powered agricultural decision support farmlink

Embedded Projects

• 1. automatic remote patient monitoring system
• 2. accident detection and alert system using arduino and iot
• 3. head gesture movement robot using iot
• 4. voice controlled four-wheel robot using arduino
• 5. water quality monitoring system using iot and machine learning
• 6. object temperature deduction system
• 7. an intelligent vending machine style automated bartender for personalized cocktails
• 8. human following robot using arduino and ultrasonic sensors with free source code
• 9. iot-based transformer monitoring system using esp32 microcontroller
• 10. health monitoring system using lora

IoT Projects

• 1. human following robot using arduino and ultrasonic sensors with free source code
• 2. smart bin for smart city using iot and android app
• 3. arduino based automatic hole punch device using servo motor
• 4. voice and wifi controlled smart robotic chair with safety monitoring system | iot based smart wheelchair project
• 5. smart drought detection system using satellite data and real-time ai weather analysis
• 6. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 7. fingerprint biometric based attendance system for college using iot
• 8. line follower and obstacle avoiding cleaning robot
• 9. smart city innovation integrated water and energy metering system
• 10. automatic fault detection and clearing system in electric vehicles

Raspberry Pi Projects

• 1. fire fighting robot using image processing
• 2. women safety and health monitoring device using iot
• 3. offline voice assistant using raspberry pi
• 4. driver drowsiness detection and robot control system
• 5. smart patient monitoring system using raspberry pi
• 6. deep learning based weed detection and plucking
• 7. iot-based intelligent air quality monitoring system using machine learning smart pollution detection
• 8. speech controlled home automation system using raspberry pi
• 9. crowd density detection using ai real-time smart surveillance system
• 10. license plate recognition system with automatic gate control using raspberry pi

Java Projects

• 1. supply chain management system java swing mysql java project
• 2. online shopping e-commerce java jsp mysql java project
• 3. encrypted cloud storage system using aes-gcm
• 4. car showroom management system
• 5. inventory management system html java mysql
• 6. enterprise payroll management system in java jsp mysql
• 7. online payment fraud detection
• 8. online examination system
• 9. complete blood bank management system java spring boot react mysql
• 10. online train ticket booking system java jsp mysql java project

Electrical Projects

• 1. design and simulation of nine level switched capacitor multi level inverter
• 2. a single-phase boost pfc based on-board ev charger
• 3. wireless electric vehicle charging system using solar
• 4. a capacitive bridge-type superconducting fault current limiter to improve the transient performance of dfig/pv/sg-based hybrid power system
• 5. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 6. direct torque control of induction motor with reduced torque ripple
• 7. single-phase hybrid cascaded h-bridge and flying capacitor multilevel inverter with capacitor voltage balancing
• 8. a new multi-output dc-dc converter for electric vehicle applications using ann control
• 9. high voltage gain dc-dc boost converter with transformer and active clamp technology
• 10. design and implementation of boost converter for efficient power electronics

Image Processing

• 1. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 2. early detection system for foot ulceration using image processing
• 3. aerial surveillance using satellite images using machine learning
• 4. classification of soil images using convolution neural networks
• 5. breast cancer detection using machine learning and medical imaging
• 6. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 7. ai powered face emotion detection system
• 8. south indian sign language detection using hand gesture recognition
• 9. on-screen monitoring system using federated learning and machine learning
• 10. real time video captioning using deep learning

AI Projects

• 1. real time fish detection and tracking for smart aquarium
• 2. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 3. insect pest image detection and recognition based on deep learning algorithm
• 4. ai-based multi-sensor object tracking system for high accuracy and reliability
• 5. implementation of recognition model for ancient kannada epigraphs using image processing
• 6. depression detection using federated learning and machine learning models
• 7. ai-driven dog disease detection system using deep learning
• 8. robust voice recognition system for identifying original and duplicate voice sampl
• 9. an ensemble neural network approach to forecast dengue outbreak based on climatic conditions
• 10. ai powered breast cancer detection

Data Mining

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

Cloud Computing

• 1. attendance tracker system java mysql java project
• 2. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 3. realtime voting platform java mysql cloud project
• 4. cloud-enabled complaint tracker cloud computing java project
• 5. developing an online banking application with spring boot reactjs and mysql
• 6. news aggregator using cloud api cloud computing java project
• 7. voice command app with cloud functions cloud computing java project
• 8. spring boot-based hospital management system for efficient healthcare operations
• 9. file sharing system with google drive api cloud computing java project
• 10. retail customer segmentation with cloud computing colud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. course-selling web application using the mern stack
• 2. facebook clone web application using the mern stack
• 3. instagram clone web application using the mern stack
• 4. event management system web application using mern stack
• 5. support desk web application using the mern stack
• 6. fruit shop web application using the mern stack
• 7. mern stack chat appilication with translation
• 8. online examination system with proctoring
• 9. twitter clone using mern stack web application
• 10. exercise tracker web application using the mern stack

Android Projects

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

Blockchain Projects

• 1. efficient and lightweight blockchain for secure transaction tracking using python
• 2. block chain powered cyber risk prediction and insurance platform
• 3. blockchain-based e-voting system using flask and 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. virtual bank assistance using artificial intelligent with voice bot for better banking
• 2. online food ordering system java react js mysql java project
• 3. real time object detection for adas autonomous driving assistance system
• 4. ai based image diagnosis of thyroid disorders final year engineering projects
• 5. chat application in php using my sql
• 6. real time bangalore traffic monitoring with ai technology
• 7. employee leave management system
• 8. crop prediction using machine learning
• 9. gan-based image super-resolution with a novel quality loss
• 10. classification of soil images using convolution neural networks

BCA Projects

• 1. ensemble of pneumonia detection using machin learning
• 2. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 3. advanced traffic sign detection system with artificial intelligence
• 4. key generation for zero steganography using dna sequences
• 5. plant leaf disease detection using flask ai powered web applications
• 6. ride sharing application java spring boot react js mysql java project
• 7. content based image retrieval using convolutional neural network
• 8. ai powered breast cancer detection
• 9. car showroom management system
• 10. secured communication of text and audio using image steganography

MCA Projects

• 1. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 2. multiresolution edge detection using particle swarm optimization
• 3. online survey system java mysql java project
• 4. complete blood bank management system java spring boot react mysql
• 5. video and audio deepfake detection using deep learning
• 6. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 7. deep learning approach for human stress detection using haar cascade
• 8. fetal abnormalities detection from ultrasound images using deep learning
• 9. real time weather prediction system accurate and instant forecasts best project centre in bangalore
• 10. virtual bank assistance using artificial intelligent with voice bot for better banking

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 2. real time vital sign monitoring using ai enabled wearables
• 3. smart flood alert system for real-time early warnings using handheld devices
• 4. smart flood detection and alert system using ml and handheld devices
• 5. ai powered smart helmet with eye tracking and automated emergency services
• 6. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 7. medical patient monitoring system with real-time web dashboard with ml
• 8. smart drought detection system using satellite data and real-time ai weather analysis
• 9. ai-based loose screw detection in truck assembly line for quality control
• 10. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts

Free Final Year Projects