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

Popular Projects

Python Projects

• 1. ai powered acoustic event detection for crop protection using bird sound recognition
• 2. ai-based brain tumor detection system
• 3. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 4. gui based secure image steganography using spread spectrum, aes encryption and error correction
• 5. online employee booking system for building construction
• 6. smart vitals for non-invasive disease prediction
• 7. online fresh grocery order system using python flask framework with mysql
• 8. bitcoin price prediction using lstm and multioutput regression models with flask
• 9. ai-based smart energy consumption analyzer and optimization system
• 10. a unified home service platform

Web Application

• 1. iris detection for eye disease using machine learning and flask web application
• 2. transformer-enhanced channel estimation for 5g/6g mimo-ofdm wireless communication systems
• 3. human machine collaboration for improved brain computer interface
• 4. file sharing system with google drive api cloud computing java project
• 5. ai-based multi-sensor object tracking system for high accuracy and reliability
• 6. secure image steganography with captcha authentication for hidden text protection
• 7. automated attendance system using facial recognition
• 8. real-time iot-based pipeline leak detection and monitoring system
• 9. crop anomaly detection using cnn and camouflage object detection
• 10. online survey system java mysql java project

Machine Learning

• 1. the use of vocal biomarkers from research to clinical practice
• 2. federated learning-based medical image classification with secure model aggregation
• 3. financial fraud detection with machine learning advanced ai for risk prevention
• 4. face recognition attendance system with opencv ai-based attendance tracker
• 5. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 6. real time bangalore traffic monitoring with ai technology
• 7. ai-based social media sentiment analysis using machine learning
• 8. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 9. diabetic retinopathy detection using deep learning and medical image analysis
• 10. eyeball movement based computer cursor control using raspberry pi and opencv

Embedded Projects

• 1. smart blind stick for enhanced mobility
• 2. arduino based automatic hole punch device using servo motor
• 3. ambulance path optimization system and emergency messenger using lora
• 4. smart flood detection and alert system using ml and handheld devices
• 5. hybrid solar wind system for maximum power generator
• 6. smart portable soil tester for agriculture with real-time analysis
• 7. skin tone detection and custom foundation mixing system
• 8. automatic home appliance control using arduino micro controller and ir and pir sensors
• 9. automatic braking system using ultrasonic sensor
• 10. women safety device by using pepper spray

IoT Projects

• 1. a web based e commerce platform for enhancing agricultural supply chain efficiency and transparency
• 2. fingerprint-based blood group detection system using image processing and machine learning
• 3. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 4. women preganacy safety band
• 5. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 6. fire detection by using iot
• 7. voice and wifi controlled smart robotic chair with safety monitoring system | iot based smart wheelchair project
• 8. iot-based dog tracking system using gps and real-time location monitoring
• 9. smart agricultural robot with iot-based automation for efficient farming
• 10. wearable smart shoe technology for health fitness using iot

Raspberry Pi Projects

• 1. iot-based intelligent air quality monitoring system using machine learning smart pollution detection
• 2. ai-powered smart blind stick with object detection, gps & voice support
• 3. smart shopping trolley using raspberry pi
• 4. water quality monitoring system using raspberry pi iot-based real-time analysis
• 5. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 6. raspberry pi based secure door lock system using keypad and lcd display
• 7. design and implementation of autonomous car using raspberry pi
• 8. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 9. raspberry pi based secure door lock system using keypad and lcd display
• 10. military robot for object detection using ai and computer vision

Java Projects

• 1. inventory management system html java mysql
• 2. cloud based expense tracker system
• 3. real-time sports score board cloud computing java project
• 4. data visualization system java swing mysql java project
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. news aggregator using cloud api cloud computing java project
• 7. crowd sourcing platform for teachers using nlp for task processing
• 8. attendance management system java swing mysql java project
• 9. retail customer segmentation with cloud computing colud computing java project
• 10. online resume builder java html css javascript java project

Electrical Projects

• 1. power management of hev with hybrid energy storage
• 2. fuzzy logic control for quadratic boost converter design and performance analysis electrical projects for final year projects
• 3. a new multi-output dc-dc converter for electric vehicle applications using ann control
• 4. battery integrated three-port bidirectional charger for light electric vehicles | g2v & v2g power flow
• 5. high stepup switched-capacitor 13-level inverter with reduced switches | design & simulation
• 6. flc based pi tuning for direct torque control of three phase induction motor drive
• 7. design of lc-cl compensation method for wireless power transfer
• 8. power quality improvement using unified power quality conditioner with hybrid sourced dc bus
• 9. self power generation in electric vehicles using driving wheel power electronics projects for mtech
• 10. multi level inverter of 7 level using matlab simulink

Image Processing

• 1. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 2. accident detection from video surveillance
• 3. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 4. real time mock interview evaluation using facial expressions with cnn
• 5. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 6. real time music player control using hand gesture recognition with deep learning algorithm
• 7. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 8. rose plant disease prediction using convolution neural network algorithm
• 9. intelligent vehicle damage assessment and cost estimator insurance
• 10. intelligent transportation system using face eyes and object detection with ai

AI Projects

• 1. skin prick test wheal detection in 3d image via convolutional neural network
• 2. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 3. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system
• 4. credit score prediction and loan analysis system using machine learning
• 5. urban traffic prediction using lightweight recurrent neural networks for smart cities
• 6. ai-based student monitoring system for online examinations using machine learning
• 7. ai-based personal finance manager
• 8. filtering abusive text by using machine learning
• 9. covid-19 detection using transfer learning
• 10. depression detection using federated learning and machine learning models

Data Mining

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

Cloud Computing

• 1. retail customer segmentation with cloud computing colud computing java project
• 2. cloud based e-learing portal cloud computing java project
• 3. developing an online banking application with spring boot reactjs and mysql
• 4. voice command app with cloud functions cloud computing java project
• 5. file sharing system with google drive api cloud computing java project
• 6. realtime voting platform java mysql cloud project
• 7. encrypted cloud storage system using aes-gcm
• 8. network monitoring system java project
• 9. news aggregator using cloud api cloud computing java project
• 10. microservice-based banking application spring boot reactjs mysql cloud project

VLSI Projects

• 1. test product for meta review

MERN Projects

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

Android Projects

• 1. speech to text and text to speech android app
• 2. bluetooth messenger chat 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. android quiz app
• 8. automated attendance system using facial recognition

Blockchain Projects

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

Mini Projects

• 1. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 2. online birth certificate system
• 3. machine learning techniques for chronic kidney disease risk prediction
• 4. real time food calories estimation in fruit and vegetables using yolo model
• 5. automated attendance system using facial recognition
• 6. hand gesture detection for multi language recognition using convolutional neural network
• 7. real time ai chat-bot using machine learning and flask web application
• 8. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 9. developing an online banking application with spring boot reactjs and mysql
• 10. ai-powered cybersecurity using python ml and dl to tackle global threats

BCA Projects

• 1. early detection system for foot ulceration in diabetic patients using deep learning
• 2. key generation for zero steganography using dna sequences
• 3. real time object detection for adas autonomous driving assistance system
• 4. automated left atrial segmentation from magnetic resonance image sequences
• 5. handloom design generation using generative networks
• 6. a fast and effective vision enhancement method for single foggy image
• 7. depression risk management system using machine learning with flask web applications
• 8. osteoporosis detection and classification using deep learning algorithm
• 9. tulsi leaf disease detection
• 10. real time music player control using hand gesture recognition with deep learning algorithm

MCA Projects

• 1. gan-based image super-resolution with a novel quality loss
• 2. crop recommendation using machine learning algorithms with flask web applications
• 3. deep learning approach for human stress detection using haar cascade
• 4. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 5. rainfall prediction using machine learning
• 6. disease prognosticator detection and classification with convolution neural networks
• 7. brain tumor detection using eeg wave patterns
• 8. depression risk management system using machine learning with flask web applications
• 9. online survey system java mysql java project
• 10. road semantic segmentation in autonomous cars using layer-wise training

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects