Engineering Projects for Final Year Students – 2025 IEEE & Real-Time Ideas in Ernakulam

Popular Projects

Python Projects

• 1. smart phone addiction classification using machine learning
• 2. cross domain plant leaf disease detection using deep learning best python projects
• 3. ai-driven deep learning approach for diagnosing diabetic retinopathy
• 4. rainfall prediction using machine learning
• 5. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 6. ai job recommendation system
• 7. ai-based smart energy consumption analyzer and optimization system
• 8. online fuel delivery system
• 9. bitcoin price prediction using lstm and multioutput regression models with flask
• 10. online exam system secure easy web-based testing platform

Web Application

• 1. forensic object detection and 3d crime scene visualization
• 2. ai powered chatbot for smart laptop smartphone recommendations
• 3. voice-to-sql query generator using nlp for effortless database interaction
• 4. cloud-enabled complaint tracker cloud computing java project
• 5. weather forecating system java jsp mysql java project
• 6. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 7. supermarket billing system java swing mysql java project
• 8. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 9. event management system web application using mern stack
• 10. an integrated deep learning and machine learning approach for breast cancer detection and stage classification

Machine Learning

• 1. braille to text and voice conversion using convolutional neural network
• 2. customer support chat bot using natural language processing
• 3. smart crop yeild prediction based on environmental parameters
• 4. real-time iot-based pipeline leak detection and monitoring system
• 5. harnessing generative ai for predictive climate change analysis and impact forecasting
• 6. real time bangalore traffic monitoring with ai technology
• 7. ai exam proctor system using computer vision and deep learning
• 8. mango leaf disease identification & classification using ai
• 9. suspicious activity and weapon detection system using ai & deep learning
• 10. ai based detection of diabetic retinopathy using deep learning

Embedded Projects

• 1. smart blind stick for visually impaired sensor-based walking aid
• 2. automatic braking system using ultrasonic sensor
• 3. skin tone detection and custom foundation mixing system
• 4. fire detection by using iot
• 5. voice controlled four-wheel robot using arduino
• 6. smart drought detection system using satellite data and real-time ai weather analysis
• 7. smart agricultural robot with iot-based automation for efficient farming
• 8. design and implementation of smart irrigation system and seed sowing machine
• 9. automatic home appliance control using arduino micro controller and ir and pir sensors
• 10. automatic street light control

IoT Projects

• 1. wearable smart shoe technology for health fitness using iot
• 2. driverless metro train to suttle between station
• 3. automatic toll gate using arduino uno
• 4. smart drought detection system using satellite data and real-time ai weather analysis
• 5. line follower and obstacle avoiding robot using arduino with smart navigation system
• 6. iot smart jacket for continuous health and safety tracking
• 7. women preganacy safety band
• 8. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 9. head gesture movement robot using iot
• 10. geofencing-enabled v2i system for smart emergency vehicle traffic management

Raspberry Pi Projects

• 1. eyeball movement based computer cursor control using raspberry pi and opencv
• 2. design and implementation of an offline voice-enabled smart lamp system using embedded ai
• 3. offline voice assistant using raspberry pi
• 4. real time animal detection
• 5. real time border security robot
• 6. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 7. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 8. women safety and health monitoring device using iot
• 9. ai-based weather forecasting system using raspberry pi and machine learning
• 10. identification of mature level and count of nutmeg using color space segmentation algorithm

Java Projects

• 1. email spam deduction system using java
• 2. detecting mobile malicious webpages in real time
• 3. voice command app with cloud functions cloud computing java project
• 4. automated attendance system using facial recognition
• 5. retail customer segmentation with cloud computing colud computing java project
• 6. supermarket billing system java swing mysql java project
• 7. crowd sourcing platform for teachers using nlp for task processing
• 8. spring boot-based hospital management system for efficient healthcare operations
• 9. automated attendance system using facial recognition
• 10. cloud based expense tracker system

Electrical Projects

• 1. simulation of flc based hybrid pv-wind-fuel cell sources integrated in dc-microgrid
• 2. battery integrated three-port bidirectional charger for light electric vehicles | g2v & v2g power flow
• 3. simulation of pv_wind_bess hybrid systems for dc microgrids modeling and optimization best power electronics and power system projects and projects ideas
• 4. stable all day hydrogen production using pv based system with energy storage and pem electrolysis buy project online final year projects
• 5. power management of hev with hybrid energy storage
• 6. design and implementation of buck boost converter using dc-dc power electronics
• 7. design and simulation of nine level switched capacitor multi level inverter
• 8. improved high step-up boost-based dc/dc converter with built-in transformer and active clamp for dc microgrids
• 9. simulation of hybrid battery-pv-wind-fuel cell sources integrated in dc-microgrid
• 10. single-phase hybrid cascaded h-bridge and flying capacitor multilevel inverter with capacitor voltage balancing

Image Processing

• 1. intelligent transportation system using face eyes and object detection with ai
• 2. disease prognosticator detection and classification with convolution neural networks
• 3. advanced driver assistance systems
• 4. smart vitals for non-invasive disease prediction
• 5. breast cancer detection and classification using convolution neural networks
• 6. braille to text and voice conversion using convolutional neural network
• 7. an automated system to limit covid-19 using facial mask detection and cnn
• 8. brain tumour detection and classification with various state analysis using deep learning algorithm
• 9. insect pest image detection and recognition based on deep learning algorithm
• 10. depression detection from social network data using machine learning techniques

AI Projects

• 1. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 2. ai-based smart energy consumption analyzer and optimization system
• 3. event detection system using machine learning
• 4. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 5. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 6. bitcoin price prediction using lstm and multioutput regression models with flask
• 7. eyeball movement based computer cursor control using raspberry pi and opencv
• 8. robust voice recognition system for identifying original and duplicate voice sampl
• 9. ai powered face emotion detection system
• 10. early detection system for foot ulceration in diabetic patients using deep learning

Data Mining

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

Cloud Computing

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

VLSI Projects

• 1. test product for meta review

MERN Projects

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

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. django e commerce eshop applications
• 2. erythrocyte classification using machine learning algorithm
• 3. implementation of recognition model for ancient kannada epigraphs using image processing
• 4. vehicle service management system
• 5. covid-19 detection using transfer learning
• 6. depression risk management system using machine learning with flask web applications
• 7. spam detection using machine learning algorithm
• 8. data leakage detection system using alteration-based tracking java project
• 9. ai powered autism detection using facial expression and eye tracking
• 10. key generation for zero steganography using dna sequences

BCA Projects

• 1. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 2. virtual bank assistance using artificial intelligent with voice bot for better banking
• 3. instagram clone web application using the mern stack
• 4. financial fraud detection with machine learning advanced ai for risk prevention
• 5. weather forecating system java jsp mysql java project
• 6. south indian sign language detection using hand gesture recognition
• 7. employee leave management system
• 8. exercise tracker web application using the mern stack
• 9. attendance management system java swing mysql java project
• 10. ai-powered detection of vitamin deficiencies through convolutional neural networks

MCA Projects

• 1. skin prick test wheal detection in 3d image via convolutional neural network
• 2. financial fraud detection with machine learning advanced ai for risk prevention
• 3. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 4. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 5. online fresh grocery order system using python flask framework with mysql
• 6. early detection system for foot ulceration in diabetic patients using deep learning
• 7. osteoporosis detection and classification using deep learning algorithm
• 8. plant leaf disease detection using flask ai powered web applications
• 9. secured communication of text and audio using image steganography
• 10. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects