Mini Hardware Projects in Chennai – For ECE, EEE & Diploma Students

Popular Projects

Python Projects:-

• 1. estimation of water volume based on external image features of tender coconut
• 2. ai job recommendation system
• 3. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 4. monetary loan eligibility prediction using machine
• 5. prediction of wine quality using machine learning algorithms
• 6. real-time iot-based pipeline leak detection and monitoring system
• 7. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 8. car sales prediction using machine learning algorithm
• 9. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 10. ai-driven automated interview and performance evaluation system using machine learning and speech processing

Web Application:-

• 1. online fuel delivery system
• 2. crop recommendation using machine learning algorithms with flask web applications
• 3. vehicle service management system
• 4. cyber cafe management system
• 5. bone tumour detection system
• 6. mern stack chat appilication with translation
• 7. online examination system using php my sql
• 8. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 9. smart canteen solutions automating food services with iot & ai
• 10. simple product sales website using html css javascript

Machine Learning:-

• 1. smart canteen solutions automating food services with iot & ai
• 2. bone tumour detection system
• 3. forensic object detection and 3d crime scene visualization
• 4. multimodal biometric system based on human signature and palm image
• 5. ai based stress level prediction for it employees using machine learning final year projects
• 6. automated left atrial segmentation from magnetic resonance image sequences
• 7. real time video captioning using deep learning
• 8. deep learning-based dementia detection system using medical data
• 9. ai powered cybersecurity visualization global threats and defense strategies
• 10. power consumption monitoring and prediction system using machine learning and flask

Embedded Projects:-

• 1. real-time stress detection system using iot and machine learning
• 2. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 3. fingerprint-based blood group detection system using image processing and machine learning
• 4. smart flood detection and alert system using ml and handheld devices
• 5. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 6. iot based borewell rescue mechanism with real time monitoring using esp32
• 7. water quality monitoring system using iot and machine learning
• 8. line follower and obstacle avoiding robot using arduino with smart navigation system
• 9. wearable smart shoe technology for health fitness using iot
• 10. smart portable soil tester for agriculture with real-time analysis

IoT Projects:-

• 1. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 2. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 3. smart irrigation system using esp32 and iot for automated soil moisture monitoring and water management
• 4. automatic accident detection and emergency alert
• 5. ai-driven iot system for real-time water quality assessment
• 6. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 7. smart blind stick for visually impaired sensor-based walking aid
• 8. iot based motor speed control in rpm
• 9. emg-based brain controlled electric vehicle system
• 10. a web based e commerce platform for enhancing agricultural supply chain efficiency and transparency

Raspberry Pi Projects:-

• 1. design and implementation of autonomous car using raspberry pi
• 2. smart car surveillance & safety monitoring system using raspberry pi
• 3. ai-based weather forecasting system using raspberry pi and machine learning
• 4. smart crop monitoring system using machine learning and android application
• 5. eyeball movement based computer cursor control using raspberry pi and opencv
• 6. crowd density detection using ai real-time smart surveillance system
• 7. water quality monitoring system using raspberry pi iot-based real-time analysis
• 8. deep learning based weed detection and plucking
• 9. ai-based driver safety monitoring system using raspberry pi
• 10. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi

Java Projects:-

• 1. retail customer segmentation with cloud computing colud computing java project
• 2. secure electronic voting using blockchain
• 3. enterprise payroll management system in java jsp mysql
• 4. real-time sports score board cloud computing java project
• 5. online survey system java mysql java project
• 6. automated attendance system using facial recognition
• 7. voice command app with cloud functions cloud computing java project
• 8. email spam deduction system using java
• 9. online shopping e-commerce java jsp mysql java project
• 10. cloud based e-learing portal cloud computing java project

Electrical Projects:-

• 1. design and implementation of boost converter for efficient power electronics
• 2. a dual active clamp dc-dc converter with high voltage gain
• 3. a novel single-stage buck-boost transformer less inverter for 1-ϕ grid-connected solar pv systems
• 4. ai based solar powered charging system using resonant lcc boost converter
• 5. a single stage ac-dc converter with pwm control based dc voltage regulation
• 6. single-phase hybrid cascaded h-bridge and flying capacitor multilevel inverter with capacitor voltage balancing
• 7. analysis and design of a single phase multilevel inverter using symmetrical and asymmetrical voltage sources
• 8. wireless electric vehicle charging system using solar
• 9. real time battery health and charge monitoring system using machine learning
• 10. analysis and design of high gain switched capacitor z-source converter

Image Processing:-

• 1. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 2. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 3. real time food calories estimation in fruit and vegetables using yolo model
• 4. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 5. automated left atrial segmentation from magnetic resonance image sequences
• 6. ai-powered virtual try-on system using computer vision and real-time pose estimation
• 7. ai-driven conversational chatbot for laptop and phone recommendations
• 8. real-time facial emotion detection using cnn and deep learning
• 9. an automated system to limit covid-19 using facial mask detection and cnn
• 10. fake currency detection using image processing and machine learning

AI Projects:-

• 1. handloom design generation using generative networks
• 2. deep learning based chronic kidney disease detection using iris imaging
• 3. real time fish detection and tracking for smart aquarium
• 4. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 5. bone tumor detection using image processing ai tools
• 6. real-time stress detection system using iot and machine learning
• 7. ai-based garbage detection using yolo object detection for smart waste management
• 8. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 9. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 10. ai-based smart document summarizer and translator

Data Mining:-

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

Cloud Computing:-

• 1. file sharing system with google drive api cloud computing java project
• 2. cloud based e-learing portal cloud computing java project
• 3. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 4. news aggregator using cloud api cloud computing java project
• 5. data leakage detection system using alteration-based tracking java project
• 6. voice command app with cloud functions cloud computing java project
• 7. complete blood bank management system java spring boot react mysql
• 8. developing an online banking application with spring boot reactjs and mysql
• 9. voice command app with cloud functions cloud computing java project
• 10. spring boot-based hospital management system for efficient healthcare operations

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

• 1. online employee booking system for building construction
• 2. mern stack chat appilication with translation
• 3. hospital management system web application using mern stack
• 4. e-commerce web application based on mern software
• 5. event management system web application using mern stack
• 6. instagram clone web application using the mern stack
• 7. support desk web application using the mern stack
• 8. online examination system with proctoring
• 9. fruit shop web application using the mern stack
• 10. exercise tracker web application using the mern stack

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. deep learning approach for human stress detection using haar cascade
• 2. online examination system using php my sql
• 3. cyber cafe management system
• 4. detecting mobile malicious webpages in real time
• 5. online train ticket booking system java jsp mysql java project
• 6. fake currency detection using image processing and machine learning
• 7. hand gesture detection for multi language recognition using convolutional neural network
• 8. calorie burn prediction analysis using machine learning project
• 9. ensemble technique for brain tumor patient survival prediction
• 10. insect pest image detection and recognition based on deep learning algorithm

BCA Projects:-

• 1. online fresh grocery order system using python flask framework with mysql
• 2. blood group detection rbc wbc counting and disease detection using an image processing approach and machine learning
• 3. mosaic secret-fragment-visible data hiding for secure image transmission based on two-step energy matching
• 4. helmet and number plate detection and recognition using yolo model
• 5. automated attendance system using facial recognition
• 6. early detection system for foot ulceration in diabetic patients using deep learning
• 7. lung tumor detection using machine learning
• 8. django polling system
• 9. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 10. real time weather prediction system accurate and instant forecasts best project centre in bangalore

MCA Projects:-

• 1. automated attendance system using facial recognition
• 2. travel ease you all in one transportation booking companion application
• 3. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 4. hand gesture detection for multi language recognition using convolutional neural network
• 5. secure electronic voting using blockchain
• 6. implementation of recognition model for ancient kannada epigraphs using image processing
• 7. eye cataract detection using digital image processing
• 8. aerial surveillance using satellite images using machine learning
• 9. diabetes prediction using machine learning
• 10. liquor store management system: a spring boot and mysql-based solution

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

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

Free Final Year Projects :-