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

Popular Projects

Python Projects:-

• 1. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 2. smart phone addiction classification using machine learning
• 3. crop recommendation
• 4. intelligent web app for detecting hate speech using machine learning and nlp
• 5. online job portal
• 6. intelligent health status classification using iot and ai
• 7. stress detection based on eeg signal
• 8. monetary loan eligibility prediction using machine
• 9. cyber security for data embedding image decomposition techniques using dwt
• 10. ai powered dengue outbreak prediction system

Web Application:-

• 1. stress detection in it professionals big data using machine learning and flask web application
• 2. online course registartion
• 3. fraud detection system for online transactions
• 4. smart drought detection system using satellite data and real-time ai weather analysis
• 5. intelligent web app for detecting hate speech using machine learning and nlp
• 6. ai-powered financial fraud detection system real time anomaly detection
• 7. e-commerce web application based on mern software
• 8. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 9. ai exam proctor system using computer vision and deep learning
• 10. online examination system using php my sql

Machine Learning:-

• 1. hand gesture detection for multi language recognition using convolutional neural network
• 2. hand gesture recognition and voice conversion system using deep learning
• 3. ai-based cosmetic recommendation system based on skin conditions
• 4. automated bone fracture detection using convolutional neural networks
• 5. voice-to-sql query generator using nlp for effortless database interaction
• 6. ai enabled water well predictor using deep learning final year engineering projects
• 7. online payment fraud detection system using machine learning | real-time secure transaction
• 8. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 9. smart vitals for non-invasive disease prediction
• 10. accident detection from video surveillance

Embedded Projects:-

• 1. driverless metro train to suttle between station
• 2. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 3. emg-based brain controlled electric vehicle system
• 4. smart home automation system using iot with web and mobile control
• 5. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 6. real-time medical patient monitoring system using esp32 and max30105
• 7. demand side management techniques for residential appliances in smart homes
• 8. automatic home appliance control using arduino micro controller and ir and pir sensors
• 9. fire protection system
• 10. wearable smart shoe technology for health fitness using iot

IoT Projects:-

• 1. real time parkinson disease detection using machine learning and iot system
• 2. smart bin for smart city using iot and android app
• 3. iot based whether monitoring and control system
• 4. a blockchain-powered secure framework for organic agriculture
• 5. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 6. line follower and obstacle avoiding robot using arduino with smart navigation system
• 7. iot based food dispenser
• 8. advanced health monitoring system for real time patient tracking
• 9. alcohol sensing alert with engine locking system
• 10. design and implementation of smart irrigation system and seed sowing machine

Raspberry Pi Projects:-

• 1. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 2. deep learning based weed detection and plucking
• 3. smart crop monitoring system using machine learning and android application
• 4. ai powered automatic pothole detection and filling system for smart road maintenance
• 5. real time border security robot
• 6. an intelligent voice-enabled ai chatbot system using natural language processing on raspberry pi
• 7. smart irrigation system using ml prediction
• 8. ai-based fall detection system for elderly care and safety
• 9. real-time plant irrigation, disease, and animal detection
• 10. hiding text in image using steganography with captcha authentication

Java Projects:-

• 1. cloud based e-learing portal cloud computing java project
• 2. supermarket billing system java swing mysql java project
• 3. news aggregator using cloud api cloud computing java project
• 4. online shopping e-commerce java jsp mysql java project
• 5. online examination system
• 6. spring boot-based hospital management system for efficient healthcare operations
• 7. secure electronic voting using blockchain
• 8. detecting mobile malicious webpages in real time
• 9. encrypted cloud storage system using aes-gcm
• 10. travel ease you all in one transportation booking companion application

Electrical Projects:-

• 1. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 2. single phase multilevel inverter topologies based im drive with self voltage balancing capabilities
• 3. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 4. fuzzy logic control for quadratic boost converter design and performance analysis electrical projects for final year projects
• 5. design of wideband variable gain amplifier for receiver system
• 6. top-down mixed-signal design methodology with analog hdl and mixed-signal simulator power system projects mtech
• 7. design and simulation of pv standalone inverter with battery energy storage system
• 8. wireless power transmission using inductive coupling based resonant converter | design & analysis
• 9. improved high step-up boost-based dc/dc converter with built-in transformer and active clamp for dc microgrids
• 10. wireless electric vehicle charging system using solar

Image Processing:-

• 1. multiresolution edge detection using particle swarm optimization
• 2. the use of vocal biomarkers from research to clinical practice
• 3. tulsi leaf disease detection
• 4. aerial surveillance using satellite images using machine learning
• 5. human machine collaboration for improved brain computer interface
• 6. image cryptography using aes algorithms for secure communication
• 7. content based image retrieval using convolutional neural network
• 8. smart crop yeild prediction based on environmental parameters
• 9. robust voice recognition system for identifying original and duplicate voice sampl
• 10. intelligent vehicle damage assessment and cost estimator insurance

AI Projects:-

• 1. real time video captioning using deep learning
• 2. covid-19 detection using transfer learning
• 3. ai enabled water well predictor using deep learning final year engineering projects
• 4. ai-driven dog disease detection system using deep learning
• 5. breast cancer detection and classification using convolution neural networks
• 6. smart drought detection system using satellite data and real-time ai weather analysis
• 7. iot-based real-time accident detection and monitoring system using machine learning
• 8. smart canteen solutions automating food services with iot & ai
• 9. harnessing generative ai for predictive climate change analysis and impact forecasting
• 10. intelligent vehicle damage assessment and cost estimator insurance

Data Mining:-

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

Cloud Computing:-

• 1. tour recommender app using cloud resource sharing cloud computing java project
• 2. spring boot-based hospital management system for efficient healthcare operations
• 3. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 4. attendance tracker system java mysql java project
• 5. microservice-based banking application spring boot reactjs mysql cloud project
• 6. real-time sports score board cloud computing java project
• 7. news aggregator using cloud api cloud computing java project
• 8. developing an online banking application with spring boot reactjs and mysql
• 9. cloud-enabled complaint tracker cloud computing java project
• 10. data leakage detection system using alteration-based tracking java project

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

• 1. event management system web application using mern stack
• 2. online employee booking system for building construction
• 3. music player web application using mern stack
• 4. facebook clone web application using the mern stack
• 5. twitter clone using mern stack web application
• 6. course-selling web application using the mern stack
• 7. fruit shop web application using the mern stack
• 8. online examination system with proctoring
• 9. hospital management system web application using mern stack
• 10. exercise tracker web application using the mern stack

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. kidney stone detection and stone analysis using image processing and deep learning
• 2. real time mock interview evaluation using facial expressions with cnn
• 3. automated attendance system using facial recognition
• 4. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 5. ensemble technique for brain tumor patient survival prediction
• 6. brain tumour detection and classification with various state analysis using deep learning algorithm
• 7. online food ordering system
• 8. implementation of recognition model for ancient kannada epigraphs using image processing
• 9. online fresh grocery order system using python flask framework with mysql
• 10. a fast and effective vision enhancement method for single foggy image

BCA Projects:-

• 1. online fresh grocery order system using python flask framework with mysql
• 2. banana leaf disease identification using image processing methods
• 3. mango leaf disease identification & classification using ai
• 4. online job portal
• 5. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 6. hand gesture detection for multi language recognition using convolutional neural network
• 7. online resume builder java html css javascript java project
• 8. filtering abusive text by using machine learning
• 9. bitcoin price prediction using lstm and multioutput regression models with flask
• 10. ai powered cybersecurity visualization global threats and defense strategies

MCA Projects:-

• 1. inventory management system html java mysql
• 2. vitamin deficiency detection using image processing and convolution neural network
• 3. secure electronic voting using blockchain
• 4. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 5. tulsi leaf disease detection
• 6. real time video captioning using deep learning
• 7. real time music player control using hand gesture recognition with deep learning algorithm
• 8. deep learning based chronic kidney disease detection using iris imaging
• 9. an automated system to limit covid-19 using facial mask detection and cnn
• 10. detecting mobile malicious webpages in real time

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

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

Free Final Year Projects :-