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

Popular Projects

Python Projects

• 1. multilingual ai-powered mental health chatbot using nlp and deep learning
• 2. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 3. human machine collaboration for improved brain computer interface
• 4. a fast and effective vision enhancement method for single foggy image
• 5. online fresh grocery order system using python flask framework with mysql
• 6. ensemble of pneumonia detection using machin learning
• 7. gui based secure image steganography using spread spectrum, aes encryption and error correction
• 8. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 9. eeg based health monitoring system for epileptic seizure detection
• 10. robust voice recognition system for identifying original and duplicate voice sampl

Web Application

• 1. e-commerce web application based on mern software
• 2. ai powered cybersecurity visualization global threats and defense strategies
• 3. smart attendance management system
• 4. online dj booking management system
• 5. weather forecating system java jsp mysql java project
• 6. an ai-powered educational tutor web application
• 7. ai exam proctor system using computer vision and deep learning
• 8. ai job recommendation system
• 9. java based smart hr management system
• 10. bone tumour detection system

Machine Learning

• 1. real time battery health and charge monitoring system using machine learning
• 2. ai powered dengue outbreak prediction system
• 3. real time ai chat-bot using machine learning and flask web application
• 4. diabetic retinopathy detection using deep learning and medical image analysis
• 5. early parkinson detection using machine learning ai based diagnosis
• 6. osteoporosis detection and classification using deep learning algorithm
• 7. ai-based smart document summarizer and translator
• 8. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 9. advanced health monitoring system for real time patient tracking
• 10. road semantic segmentation in autonomous cars using layer-wise training

Embedded Projects

• 1. iot based borewell rescue mechanism with real time monitoring using esp32
• 2. waste segregation based on arduino
• 3. collective intelligence-driven analytics with next-generation communication for smart cities
• 4. real-time medical patient monitoring system using esp32 and max30105
• 5. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 6. human following robot
• 7. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 8. smart helmet and bike using fingerprint
• 9. design and implementation of line follower robot using arduino microcontroller
• 10. smart drought detection system using satellite data and real-time ai weather analysis

IoT Projects

• 1. wheel chair controlled robot using blynk app
• 2. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 3. real time smart irrigation with iot and machine learning
• 4. medical patient monitoring system with real-time web dashboard with ml
• 5. remote monitoring and control of wheelchair via iot
• 6. emg-based brain controlled electric vehicle system
• 7. smart agricultural robot with iot-based automation for efficient farming
• 8. fire protection system using arduino with smoke and flame detection
• 9. automatic braking system using ultrasonic sensor
• 10. monitoring and detection of ammonia and carbon dioxide in poultry farming

Raspberry Pi Projects

• 1. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 2. real-time plant irrigation, disease, and animal detection
• 3. iot based android app-controlled home automation using raspberry pi
• 4. railway track error detection robot using gps technology
• 5. dual battery auto switching & charging system
• 6. license plate recognition system with automatic gate control using raspberry pi
• 7. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 8. raspberry pi based secure door lock system using keypad and lcd display
• 9. deep learning based chronic kidney disease detection using iris imaging
• 10. real time border security robot

Java Projects

• 1. encrypted cloud storage system using aes-gcm
• 2. online examination system
• 3. secure electronic voting using blockchain
• 4. detecting mobile malicious webpages in real time
• 5. online train ticket booking system java jsp mysql java project
• 6. travel ease you all in one transportation booking companion application
• 7. fake product identification system
• 8. spring boot-based hospital management system for efficient healthcare operations
• 9. network monitoring system java project
• 10. cloud based e-learing portal cloud computing java project

Electrical Projects

• 1. bidirectional converter with dc motor drive for ev | regenerative braking simulation
• 2. solar pv powered bldc motor drive using boost converter and battery energy storage system
• 3. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 4. wireless electric vehicle charging system using solar
• 5. power management of hev with hybrid energy storage
• 6. single phase multilevel inverter topologies based im drive with self voltage balancing capabilities
• 7. design and implementation of pv based positive output super lift luo converter fed bldc motor
• 8. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 9. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 10. a novel single-stage buck-boost transformer less inverter for 1-ϕ grid-connected solar pv systems

Image Processing

• 1. ai-driven dog disease detection system using deep learning
• 2. artistic image creation using neural style transfer with gan approach
• 3. ai based detection of diabetic retinopathy using deep learning
• 4. multimodal biometric system based on human signature and palm image
• 5. tulsi leaf disease detection
• 6. skin prick test wheal detection in 3d image via convolutional neural network
• 7. automated left atrial segmentation from magnetic resonance image sequences
• 8. multiresolution edge detection using particle swarm optimization
• 9. deep learning-based dementia detection system using medical data
• 10. key generation for zero steganography using dna sequences

AI Projects

• 1. hand gesture detection for multi language recognition using convolutional neural network
• 2. real time mock interview evaluation using facial expressions with cnn
• 3. ai powered air quality index tracker with python flask and machine learning
• 4. real time fish detection and tracking for smart aquarium
• 5. ai-based social media sentiment analysis using machine learning
• 6. an ensemble neural network approach to forecast dengue outbreak based on climatic conditions
• 7. ai powered real time crime detection deep learning surveillance solutions
• 8. ai-driven conversational chatbot for laptop and phone recommendations
• 9. vitamin deficiency detection using image processing and convolution neural network
• 10. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron

Data Mining

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

Cloud Computing

• 1. cloud based expense tracker system
• 2. news aggregator using cloud api cloud computing java project
• 3. cloud-enabled complaint tracker cloud computing java project
• 4. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 5. developing an online banking application with spring boot reactjs and mysql
• 6. network monitoring system java project
• 7. data leakage detection system using alteration-based tracking java project
• 8. encrypted cloud storage system using aes-gcm
• 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. twitter clone using mern stack web application
• 3. fruit shop web application using the mern stack
• 4. event management system web application using mern stack
• 5. exercise tracker web application using the mern stack
• 6. mern stack chat appilication with translation
• 7. instagram clone web application using the mern stack
• 8. facebook clone web application using the mern stack
• 9. course-selling web application using the mern stack
• 10. support desk 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. gym workout maintenance app
• 7. speech to text and text to speech android app
• 8. bluetooth messenger chat app

Blockchain Projects

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

Mini Projects

• 1. insect pest image detection and recognition based on deep learning algorithm
• 2. brain tumour detection and classification with various state analysis using deep learning algorithm
• 3. covid-19 detection using transfer learning
• 4. crowd sourcing platform for teachers using nlp for task processing
• 5. robust voice recognition system for identifying original and duplicate voice sampl
• 6. intelligent vehicle damage assessment and cost estimator insurance
• 7. car sales prediction using machine learning algorithm
• 8. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 9. speed read technique using nlp
• 10. poem summarization using deep learning algorithm

BCA Projects

• 1. ai powered air quality index tracker with python flask and machine learning
• 2. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 3. automated attendance system using facial recognition
• 4. ai powered air quality index tracker with python flask and machine learning
• 5. fake product identification system
• 6. ride sharing application java spring boot react js mysql java project
• 7. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 8. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 9. automated attendance system using facial recognition
• 10. filtering abusive text by using machine learning

MCA Projects

• 1. plant leaf disease detection using flask ai powered web applications
• 2. fetal abnormalities detection from ultrasound images using deep learning
• 3. disease prognosticator detection and classification with convolution neural networks
• 4. ai powered air quality index tracker with python flask and machine learning
• 5. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 6. ai enabled water well predictor using deep learning final year engineering projects
• 7. implementation of recognition model for ancient kannada epigraphs using image processing
• 8. vitamin deficiency detection using image processing and convolution neural network
• 9. an automated system to limit covid-19 using facial mask detection and cnn
• 10. english to kannada translation using llm

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects