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

Popular Projects

Python Projects

• 1. bmnet deepfake detection model with bilstm and multi head attention
• 2. detection of cyber bullying on social media using machine learning
• 3. real time color detection system using python and opencv
• 4. accident detection from video surveillance
• 5. neural and ml based hybrid ai for rainfall forecasting
• 6. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 7. real time mock interview evaluation using facial expressions with cnn
• 8. crop recommendation using machine learning algorithms with flask web applications
• 9. depression detection using federated learning and machine learning models
• 10. online fuel delivery system

Web Application

• 1. ai powered acoustic event detection for crop protection using bird sound recognition
• 2. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 3. online resume builder java html css javascript java project
• 4. task manager web application using mern stack
• 5. hindi handwritten character recognition system using deep learning and ocr
• 6. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 7. daily expense tracker system
• 8. employee management system using php javascript project
• 9. suspicious activity and weapon detection system using ai & deep learning
• 10. ai powered chatbot for smart laptop smartphone recommendations

Machine Learning

• 1. real time weather prediction system accurate and instant forecasts best project centre in bangalore
• 2. ai based gun sound detection system for real time public safety surveillance
• 3. forensic object detection and 3d crime scene visualization
• 4. face mask detection for covid-19 using machine learning
• 5. ai exam proctor system using computer vision and deep learning
• 6. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 7. bitcoin price prediction using lstm and multioutput regression models with flask
• 8. bone tumor detection using image processing ai tools
• 9. crop recommendation
• 10. voice emotion detection system using hubert deep learning model

Embedded Projects

• 1. bluetooth controlled robot and robotic arm
• 2. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 3. arduino based automatic safety locker system with fingerprint sensor, authentication through otp
• 4. solar panel tracking system for maximum energy efficiency using smart automation
• 5. smart flood alert system for real-time early warnings using handheld devices
• 6. women safety device by using pepper spray
• 7. obstacle avoiding robot car using arduino
• 8. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 9. design and implementation of line follower robot using arduino microcontroller
• 10. fingerprint-based blood group detection system using image processing and machine learning

IoT Projects

• 1. wheel chair controlled robot using blynk app
• 2. arduino-based automatic fire protection system with fire detection
• 3. smart drought detection system using satellite data and real-time ai weather analysis
• 4. iot based bike accident detection system with helmet safety and real time alerts
• 5. water quality monitoring system using iot and machine learning
• 6. iot based food dispenser
• 7. iot-based transformer monitoring system using esp32 microcontroller
• 8. iot base agriculture plant monitoring and automatic control water pump
• 9. skin tone detection and custom foundation mixing system
• 10. iot based smart electricity energy meter and theft detection

Raspberry Pi Projects

• 1. deep learning based weed detection and plucking
• 2. speech controlled home automation system using raspberry pi
• 3. ai-based smart street light automation using raspberry pi
• 4. railway track error detection robot using gps technology
• 5. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 6. an intelligent voice-enabled ai chatbot system using natural language processing on raspberry pi
• 7. intelligent loose screw detection using machine learning
• 8. raspberry pi based secure door lock system using keypad and lcd display
• 9. surveillance robot
• 10. ai powered automatic pothole detection and filling system for smart road maintenance

Java Projects

• 1. attendance management system java swing mysql java project
• 2. online payment fraud detection
• 3. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 4. employee leave management system
• 5. real-time sports score board cloud computing java project
• 6. ride sharing application java spring boot react js mysql java project
• 7. enterprise payroll management system in java jsp mysql
• 8. online train ticket booking system java jsp mysql java project
• 9. retail customer segmentation with cloud computing colud computing java project
• 10. secure electronic voting using blockchain

Electrical Projects

• 1. design of voltage mode control for multi-output flyback converter
• 2. wireless energy transfer on road for electrical vehicles
• 3. power management of hev with hybrid energy storage
• 4. design of lc-cl compensation method for wireless power transfer
• 5. a dual active clamp dc-dc converter with high voltage gain
• 6. real time battery health and charge monitoring system using machine learning
• 7. design and simulation of pv standalone inverter with battery energy storage system
• 8. single-phase boost pfc based on-board ev charger project
• 9. pwm dc dc buck converter using nonlinear control technique best electrical projects
• 10. a svpwm based vector control for induction motor drive

Image Processing

• 1. south indian sign language detection using hand gesture recognition
• 2. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 3. secured communication of text and audio using image steganography
• 4. eye cataract detection using digital image processing
• 5. mosaic secret-fragment-visible data hiding for secure image transmission based on two-step energy matching
• 6. ai powered autism detection using facial expression and eye tracking
• 7. efficient classification and grading of mangoes with ganfis algorithm
• 8. improved slm for papr reduction in ofdm system
• 9. ai-based cosmetic recommendation system based on skin conditions
• 10. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron

AI Projects

• 1. smart e-commerce platform with recommendation system
• 2. federated learning-based medical image classification with secure model aggregation
• 3. ai-powered blood pressure state classification system
• 4. secure face-based authentication and message transmission using aes encryption and image steganography
• 5. hand gesture recognition and voice conversion system using deep learning
• 6. key generation for zero steganography using dna sequences
• 7. implementation of recognition model for ancient kannada epigraphs using image processing
• 8. deep learning approach for human stress detection using haar cascade
• 9. hindi handwritten character recognition system using deep learning and ocr
• 10. real time fish detection and tracking for smart aquarium

Data Mining

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

Cloud Computing

• 1. news aggregator using cloud api cloud computing java project
• 2. realtime voting platform java mysql cloud project
• 3. attendance tracker system java mysql java project
• 4. voice command app with cloud functions cloud computing java project
• 5. spring boot-based hospital management system for efficient healthcare operations
• 6. real-time sports score board cloud computing java project
• 7. complete blood bank management system java spring boot react mysql
• 8. data leakage detection system using alteration-based tracking java project
• 9. cloud-enabled complaint tracker cloud computing java project
• 10. encrypted cloud storage system using aes-gcm

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. music player web application using mern stack
• 2. exercise tracker web application using the mern stack
• 3. event management system web application using mern stack
• 4. mern stack chat appilication with translation
• 5. facebook clone web application using the mern stack
• 6. e-commerce web application based on mern software
• 7. instagram clone web application using the mern stack
• 8. fruit shop web application using the mern stack
• 9. online examination system with proctoring
• 10. course-selling web application using the mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 2. network monitoring system java project
• 3. data visualization system java swing mysql java project
• 4. data visualization system java swing mysql java project
• 5. inventory management system html java mysql
• 6. secure image steganography with captcha authentication for hidden text protection
• 7. developing an online banking application with spring boot reactjs and mysql
• 8. real time object detection for adas autonomous driving assistance system
• 9. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 10. filtering abusive text by using machine learning

BCA Projects

• 1. chat application in php using my sql
• 2. course-selling web application using the mern stack
• 3. depression risk management system using machine learning with flask web applications
• 4. deep learning based chronic kidney disease detection using iris imaging
• 5. travel ease you all in one transportation booking companion application
• 6. online examination system
• 7. a fast and effective vision enhancement method for single foggy image
• 8. key generation for zero steganography using dna sequences
• 9. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 10. ai-powered cybersecurity using python ml and dl to tackle global threats

MCA Projects

• 1. weather forecating system java jsp mysql java project
• 2. real time music player control using hand gesture recognition with deep learning algorithm
• 3. spam detection using machine learning algorithm
• 4. event management system web application using mern stack
• 5. fraud detection in finance data using machine learning
• 6. braille to text and voice conversion using convolutional neural network
• 7. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 8. enterprise payroll management system in java jsp mysql
• 9. implementation of recognition model for ancient kannada epigraphs using image processing
• 10. object detection and tracking using kalman filter

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects