Best MCA Projects in Mangaluru | Final Year & Mini Projects 2025

Popular Projects

Python Projects:-

• 1. smart phone addiction classification using machine learning
• 2. road semantic segmentation in autonomous cars using layer-wise training
• 3. online employee booking system for building construction
• 4. english to kannada translation using llm
• 5. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 6. monetary loan eligibility prediction using machine
• 7. wi-fi network intrusion detection: enhanced with feature extraction and machine learning algorithms
• 8. face recognition attendance system with opencv ai-based attendance tracker
• 9. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 10. eeg based health monitoring system for epileptic seizure detection

Web Application:-

• 1. intelligent health status classification using iot and ai
• 2. real-time sports score board cloud computing java project
• 3. supply chain management system java swing mysql java project
• 4. ai powered autism detection using facial expression and eye tracking
• 5. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 6. online dj booking management system
• 7. voice-to-sql query generator using nlp for effortless database interaction
• 8. secure face-based authentication and message transmission using aes encryption and image steganography
• 9. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 10. ai-powered agricultural decision support farmlink

Machine Learning:-

• 1. eyeball movement based computer cursor control using raspberry pi and opencv
• 2. ai based detection of diabetic retinopathy using deep learning
• 3. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 4. voice emotion detection system using hubert deep learning model
• 5. automated bone fracture detection using convolutional neural networks
• 6. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 7. ai exam proctor system using computer vision and deep learning
• 8. depression risk management system using machine learning with flask web applications
• 9. multilingual ai-powered mental health chatbot using nlp and deep learning
• 10. ai based stress level prediction for it employees using machine learning final year projects

Embedded Projects:-

• 1. fingerprint biometric based attendance system for college using iot
• 2. real time robotic hand replication using sensor gloves
• 3. flood early detection and avoidance system using iot
• 4. wearable smart shoe technology for health fitness using iot
• 5. ai-driven iot system for real-time water quality assessment
• 6. driverless metro train to suttle between station
• 7. real-time stress detection system using iot and machine learning
• 8. dtmf controlled robotic vehicle
• 9. automatic accident detection and emergency alert
• 10. remote monitoring and control of wheelchair via iot

IoT Projects:-

• 1. smart pet health tracker system
• 2. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 3. iot based manhole detection and monitoring system using stm32
• 4. iot based railway track crack detection and alert system
• 5. voice controlled robot using bluetooth and android smartphone
• 6. smart blind stick for visually impaired sensor-based walking aid
• 7. collective intelligence-driven analytics with next-generation communication for smart cities
• 8. automatic object-sensing smart dustbin touchless waste management
• 9. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 10. smart bin for smart city using iot and android app

Raspberry Pi Projects:-

• 1. design and implementation of autonomous car using raspberry pi
• 2. real-time plant irrigation, disease, and animal detection
• 3. identification of mature level and count of nutmeg using color space segmentation algorithm
• 4. license plate recognition system with automatic gate control using raspberry pi
• 5. real time border security robot
• 6. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 7. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 8. design and implementation of an offline voice-enabled smart lamp system using embedded ai
• 9. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 10. ai-based driver safety monitoring system using raspberry pi

Java Projects:-

• 1. detecting mobile malicious webpages in real time
• 2. travel ease you all in one transportation booking companion application
• 3. real-time sports score board cloud computing java project
• 4. automated attendance system using facial recognition
• 5. car showroom management system
• 6. supermarket billing system java swing mysql java project
• 7. weather forecating system java jsp mysql java project
• 8. tour recommender app using cloud resource sharing cloud computing java project
• 9. online shopping e-commerce java jsp mysql java project
• 10. attendance management system java swing mysql java project

Electrical Projects:-

• 1. fuzzy logic controlled interleaved boost converter for efficient battery charging | matlab simulation
• 2. power management of hev with hybrid energy storage
• 3. a new multi-output dc-dc converter for electric vehicle applications using ann control
• 4. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 5. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 6. design and simulation of nine level switched capacitor multi level inverter
• 7. solar power generation system with power smoothing function using dual-input buck-boost inverter | matlab simulation
• 8. pwm dc dc buck converter using nonlinear control technique best electrical projects
• 9. design and simulation of pv standalone inverter with battery energy storage system
• 10. multi level inverter of 7 level using matlab simulink

Image Processing:-

• 1. deep learning based chronic kidney disease detection using iris imaging
• 2. lung tumor detection using machine learning
• 3. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 4. spinal curvature determination from scoliosis x-ray image using sum of squared difference template matching
• 5. object detection and tracking using kalman filter
• 6. iris detection for eye disease using machine learning and flask web application
• 7. cyber security for data embedding image decomposition techniques using dwt
• 8. ensemble of pneumonia detection using machin learning
• 9. disease prognosticator detection and classification with convolution neural networks
• 10. ensemble technique for brain tumor patient survival prediction

AI Projects:-

• 1. ai-powered financial fraud detection system real time anomaly detection
• 2. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 3. kidney stone detection and stone analysis using image processing and deep learning
• 4. intelligent web app for detecting hate speech using machine learning and nlp
• 5. ai-based brain tumor detection system
• 6. neural and ml based hybrid ai for rainfall forecasting
• 7. on-screen monitoring system using federated learning and machine learning
• 8. bone tumor detection using image processing ai tools
• 9. predict your dating app match outcomes with ai accuracy
• 10. intelligent health status classification using iot and ai

Data Mining:-

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

Cloud Computing:-

• 1. cloud based expense tracker system
• 2. realtime voting platform java mysql cloud project
• 3. attendance tracker system java mysql java project
• 4. cloud based e-learing portal cloud computing java project
• 5. real-time sports score board cloud computing java project
• 6. complete blood bank management system java spring boot react mysql
• 7. encrypted cloud storage system using aes-gcm
• 8. data leakage detection system using alteration-based tracking java project
• 9. tour recommender app using cloud resource sharing cloud computing java project
• 10. microservice-based banking application spring boot reactjs mysql cloud project

VLSI Projects:-

MERN Projects:-

• 1. online examination system with proctoring
• 2. event management system web application using mern stack
• 3. hospital management system web application using mern stack
• 4. twitter clone using mern stack web application
• 5. fruit shop web application using the mern stack
• 6. facebook clone web application using the mern stack
• 7. course-selling web application using the mern stack
• 8. task manager web application using mern stack
• 9. support desk web application using the mern stack
• 10. music player web application using mern stack

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. fruit shop web application using the mern stack
• 2. ecommerce website
• 3. django polling system
• 4. complete blood bank management system java spring boot react mysql
• 5. covid-19 detection using transfer learning
• 6. covid-19 detection using transfer learning
• 7. robust voice recognition system for identifying original and duplicate voice sampl
• 8. early detection system for foot ulceration in diabetic patients using deep learning
• 9. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 10. ai powered autism detection using facial expression and eye tracking

BCA Projects:-

• 1. prediction of wine quality using machine learning algorithms
• 2. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 3. retinal blood vessel segmentation using convolutional neural networks and image processing
• 4. supply chain management system java swing mysql java project
• 5. intelligent transportation system using face eyes and object detection with ai
• 6. mango leaf disease identification & classification using ai
• 7. stress detection based on eeg signal
• 8. blood bank management system
• 9. automated classification of cervical cancer using machine learning techniques
• 10. online food ordering system

MCA Projects:-

• 1. ecommerce website
• 2. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 3. travel ease you all in one transportation booking companion application
• 4. poem summarization using deep learning algorithm
• 5. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 6. virtual bank assistance using artificial intelligent with voice bot for better banking
• 7. real time video captioning using deep learning
• 8. a fast and effective vision enhancement method for single foggy image
• 9. identification of mature level and count of nutmeg using color space segmentation algorithm
• 10. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

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

Free Final Year Projects :-

• 1. test product for meta review