Role of Practical Exposure in Engineering Education

Popular Projects

Python Projects

• 1. ai-based cosmetic recommendation system based on skin conditions
• 2. machine learning techniques for chronic kidney disease risk prediction
• 3. covid-19 detection using transfer learning
• 4. online fuel delivery system
• 5. smart email notification system with whatsapp integration using python flask
• 6. ai-based brain tumor detection system
• 7. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 8. stress detection based on eeg signal
• 9. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 10. early parkinson detection using machine learning ai based diagnosis

Web Application

• 1. smart farming system using machine learning and computer vision
• 2. online fuel delivery system
• 3. online exam system secure easy web-based testing platform
• 4. ai job recommendation system
• 5. ai powered cybersecurity visualization global threats and defense strategies
• 6. an ai-powered educational tutor web application
• 7. voice command app with cloud functions cloud computing java project
• 8. spring boot-based hospital management system for efficient healthcare operations
• 9. real time color detection system using python and opencv
• 10. real time ai chat-bot using machine learning and flask web application

Machine Learning

• 1. implementation of recognition model for ancient kannada epigraphs using image processing
• 2. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 3. real time color detection system using python and opencv
• 4. english to kannada translation using llm
• 5. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 6. ai powered breast cancer detection
• 7. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 8. credit card fraud detection using machine learning
• 9. insect pest image detection and recognition based on deep learning algorithm
• 10. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture

Embedded Projects

• 1. hand gesture recognition and voice conversation
• 2. arduino-based automatic fire protection system with fire detection
• 3. automatic path hole detection and alert system
• 4. voice controlled four-wheel robot using arduino
• 5. ai-driven iot system for real-time water quality assessment
• 6. smart agricultural robot with iot-based automation for efficient farming
• 7. load management for household appliances using smart energy monitoring system
• 8. controller area network can based vehicle
• 9. smart agriculture monitoring system using iot and sensors
• 10. automatic water tap using ir sensor

IoT Projects

• 1. iot based antenna positioning system
• 2. smart home automation system using iot with web and mobile control
• 3. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 4. smart blind stick for visually impaired sensor-based walking aid
• 5. automatic fault detection and clearing system in electric vehicles
• 6. real time robotic hand replication using sensor gloves
• 7. iot based borewell rescue mechanism with real time monitoring using esp32
• 8. waste segregation based on arduino
• 9. peer to peer energy trading system
• 10. geofencing-enabled v2i system for smart emergency vehicle traffic management

Raspberry Pi Projects

• 1. ai-based fall detection system for elderly care and safety
• 2. ai-based driver safety monitoring system using raspberry pi
• 3. smart iot leaf disease detection robot with automated pesticide prediction
• 4. fire fighting robot using image processing
• 5. smart environment monitoring system using raspberry pi with real-time whatsapp alerts
• 6. swarm robots
• 7. deep learning based weed detection and plucking
• 8. speech controlled home automation system using raspberry pi
• 9. design and implementation of autonomous car using raspberry pi
• 10. railway track error detection robot using gps technology

Java Projects

• 1. travel ease you all in one transportation booking companion application
• 2. encrypted cloud storage system using aes-gcm
• 3. enterprise payroll management system in java jsp mysql
• 4. restaurant management system java swing mysql java project
• 5. detecting mobile malicious webpages in real time
• 6. flight booking system java html css javascript mysql java project
• 7. supermarket billing system java swing mysql java project
• 8. online food ordering system java react js mysql java project
• 9. online shopping e-commerce java jsp mysql java project
• 10. vitamin deficiency detection using image processing and convolution neural network

Electrical Projects

• 1. single-phase boost pfc based on-board ev charger project
• 2. design of buck integrated luo converter for multiple loads
• 3. design and implementation of boost converter for efficient power electronics
• 4. real time battery health and charge monitoring system using machine learning
• 5. design of bldc drive based electric vehicle with power generation with anfis control structure
• 6. a dual active clamp dc-dc converter with high voltage gain
• 7. design and implementation of pv based positive output super lift luo converter fed bldc motor
• 8. solar power generation system with power smoothing function using dual-input buck-boost inverter | matlab simulation
• 9. anfis controlled buck converter for dc drive applications | design, simulation & performance analysis
• 10. a bridgeless modified boost converter to improve power factor in ev battery charging applications

Image Processing

• 1. ai-driven conversational chatbot for laptop and phone recommendations
• 2. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 3. cyber security for data embedding image decomposition techniques using dwt
• 4. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 5. braille to text and voice conversion using convolutional neural network
• 6. smart vitals for non-invasive disease prediction
• 7. ai-driven dog disease detection system using deep learning
• 8. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 9. iris detection for eye disease using machine learning and flask web application
• 10. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning

AI Projects

• 1. smart surveillance and alert system for weapon detection
• 2. speed read technique using nlp
• 3. artistic image creation using neural style transfer with gan algorithm
• 4. ai-based smart document summarizer and translator
• 5. ensemble technique for brain tumor patient survival prediction
• 6. real time fish detection and tracking for smart aquarium
• 7. yoga pose and human activity recognition system
• 8. crop disease prediction using ai
• 9. ai based stress level prediction for it employees using machine learning final year projects
• 10. youtube trend prediction system using machine learning classification

Data Mining

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

Cloud Computing

• 1. email spam deduction system using java
• 2. news aggregator using cloud api cloud computing java project
• 3. developing an online banking application with spring boot reactjs and mysql
• 4. data leakage detection system using alteration-based tracking java project
• 5. complete blood bank management system java spring boot react mysql
• 6. file sharing system with google drive api cloud computing java project
• 7. realtime voting platform java mysql cloud project
• 8. cloud-enabled complaint tracker cloud computing java project
• 9. voice command app with cloud functions 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. hospital management system web application using mern stack
• 2. e-commerce web application based on mern software
• 3. support desk web application using the mern stack
• 4. task manager web application using mern stack
• 5. online examination system with proctoring
• 6. facebook clone web application using the mern stack
• 7. instagram clone web application using the mern stack
• 8. event management system web application using mern stack
• 9. online employee booking system for building construction
• 10. music player web application using mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. eyeball movement based computer cursor control using raspberry pi and opencv
• 2. deep learning approach for human stress detection using haar cascade
• 3. child vaccination management system flask web application
• 4. fake currency detection using image processing and machine learning
• 5. cyber cafe management system
• 6. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 7. key generation for zero steganography using dna sequences
• 8. fruit shop web application using the mern stack
• 9. predict your dating app match outcomes with ai accuracy
• 10. travel ease you all in one transportation booking companion application

BCA Projects

• 1. online course registartion
• 2. banana leaf disease identification using image processing methods
• 3. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 4. employee leave management system
• 5. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 6. predict your dating app match outcomes with ai accuracy
• 7. the use of vocal biomarkers from research to clinical practice
• 8. object detection and tracking using kalman filter
• 9. real time food calories estimation in fruit and vegetables using yolo model
• 10. vitamin deficiency detection using image processing and convolution neural network

MCA Projects

• 1. content based image retrieval using convolutional neural network
• 2. ensemble technique for brain tumor patient survival prediction
• 3. early detection system for foot ulceration in diabetic patients using deep learning
• 4. blood group detection rbc wbc counting and disease detection using an image processing approach and machine learning
• 5. multimodal biometric system based on human signature and palm image
• 6. gan-based image super-resolution with a novel quality loss
• 7. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 8. online survey system java mysql java project
• 9. predict your dating app match outcomes with ai accuracy
• 10. fake currency detection using image processing and machine learning

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects