Top Embedded Projects for Final Year & IoT Systems in Ernakulam

Popular Projects

Python Projects

• 1. customer support chat bot using natural language processing
• 2. ai-based brain tumor detection system
• 3. smart canteen solutions automating food services with iot & ai
• 4. robertanet driven cyberbullying detection
• 5. ai chat bot for college departments
• 6. alzheimer disease detection
• 7. ai enabled water well predictor using deep learning final year engineering projects
• 8. intelligent vehicle damage assessment and cost estimator insurance
• 9. real-time stress detection system using iot and machine learning
• 10. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai

Web Application

• 1. intelligent health status classification using iot and ai
• 2. detecting mobile malicious webpages in real time
• 3. deep learning model for low light image enhancement for pre processing
• 4. event management system web application using mern stack
• 5. smart crop yeild prediction based on environmental parameters
• 6. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system
• 7. ai-based smart energy consumption analyzer and optimization system
• 8. attendance management system java swing mysql java project
• 9. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 10. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture

Machine Learning

• 1. event detection system using machine learning
• 2. harnessing generative ai for predictive climate change analysis and impact forecasting
• 3. ensemble technique for brain tumor patient survival prediction
• 4. ai-based brain tumor detection and segmentation using residual u-net from mri scans
• 5. deep learning model for low light image enhancement for pre processing
• 6. rose plant disease prediction using convolution neural network algorithm
• 7. ai-driven deep learning approach for diagnosing diabetic retinopathy
• 8. a fast and effective vision enhancement method for single foggy image
• 9. rainfall prediction using machine learning
• 10. classification of soil images using convolution neural networks

Embedded Projects

• 1. speed measurement of moving objects using sensor based system
• 2. head gesture movement robot using iot
• 3. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 4. design and implementation of smart irrigation system and seed sowing machine
• 5. automatic home appliance control using arduino micro controller and ir and pir sensors
• 6. human following robot
• 7. vehicle tracking and locking system based on gsm and gps
• 8. rfid verified temperature monitoring contactless attendance system
• 9. voice and wifi controlled smart robotic chair with safety monitoring system | iot based smart wheelchair project
• 10. iot-based transformer monitoring system using esp32 microcontroller

IoT Projects

• 1. iot-based dog tracking system using gps and real-time location monitoring
• 2. real time parkinson disease detection using machine learning and iot system
• 3. waste segregation based on arduino
• 4. iot based smart electricity energy meter and theft detection
• 5. automatic water tap using ir sensor
• 6. alcohol sensing alert with engine locking system
• 7. automatic vehicle speed limiter for express highways using smart control systems
• 8. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 9. wheel chair controlled robot using blynk app
• 10. smart flood detection and alert system using ml and handheld devices

Raspberry Pi Projects

• 1. ai-based smart street light automation using raspberry pi
• 2. water quality monitoring system using raspberry pi iot-based real-time analysis
• 3. face recognition door lock system using raspberry pi
• 4. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 5. raspberry pi based secure door lock system using keypad and lcd display
• 6. smart iot leaf disease detection robot with automated pesticide prediction
• 7. driver drowsiness detection and robot control system
• 8. iot-based chemical detection system using lora and raspberry pi with machine learning integration
• 9. deep learning based crop detection and weed plucking system
• 10. ai-based fall detection system for elderly care and safety

Java Projects

• 1. travel ease you all in one transportation booking companion application
• 2. spring boot-based hospital management system for efficient healthcare operations
• 3. fake product identification system
• 4. data visualization system java swing mysql java project
• 5. supermarket billing system java swing mysql java project
• 6. inventory management system html java mysql
• 7. online resume builder java html css javascript java project
• 8. crowd sourcing platform for teachers using nlp for task processing
• 9. network monitoring system java project
• 10. data leakage detection system using alteration-based tracking java project

Electrical Projects

• 1. pv sourced switched-capacitor boost multilevel inverter with reduced number of switches | matlab simulation
• 2. a bridgeless modified boost converter to improve power factor in ev battery charging applications
• 3. single phase multilevel inverter topologies based im drive with self voltage balancing capabilities
• 4. comparison of wireless power transmission configurations
• 5. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 6. high gain boost converter with fuzzy logic control for dc microgrids design and analysis buy simulation projects
• 7. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 8. design and analysis of fuzzy logic controlled boost converter for efficient power management power system projects
• 9. ai based solar powered charging system using resonant lcc boost converter
• 10. solar pv powered bldc motor drive using boost converter and battery energy storage system

Image Processing

• 1. road semantic segmentation in autonomous cars using layer-wise training
• 2. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 3. breast cancer detection using machine learning and medical imaging
• 4. diabetic retinopathy detection using deep learning and medical image analysis
• 5. yoga pose and human activity recognition system
• 6. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 7. real-time facial emotion detection using cnn and deep learning
• 8. secured communication of text and audio using image steganography
• 9. real time mock interview evaluation using facial expressions with cnn
• 10. osteoporosis detection and classification using deep learning algorithm

AI Projects

• 1. deep learning based chronic kidney disease detection using iris imaging
• 2. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 3. real-time facial emotion detection using cnn and deep learning
• 4. implementation of recognition model for ancient kannada epigraphs using image processing
• 5. online examination system with proctoring
• 6. lung tumor detection using machine learning
• 7. real time mock interview evaluation using facial expressions with cnn
• 8. ai-powered agricultural decision support farmlink
• 9. smart surveillance and alert system for weapon detection
• 10. ai powered dengue outbreak prediction system

Data Mining

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

Cloud Computing

• 1. network monitoring system java project
• 2. encrypted cloud storage system using aes-gcm
• 3. developing an online banking application with spring boot reactjs and mysql
• 4. retail customer segmentation with cloud computing colud computing java project
• 5. voice command app with cloud functions cloud computing java project
• 6. complete blood bank management system java spring boot react mysql
• 7. spring boot-based hospital management system for efficient healthcare operations
• 8. cloud based e-learing portal cloud computing java project
• 9. email spam deduction system using java
• 10. tour recommender app using cloud resource sharing cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. online examination system with proctoring
• 2. fruit shop web application using the mern stack
• 3. music player web application using mern stack
• 4. event management system web application using mern stack
• 5. hospital management system web application using mern stack
• 6. task manager web application using mern stack
• 7. twitter clone using mern stack web application
• 8. support desk web application using the mern stack
• 9. mern stack chat appilication with translation
• 10. online employee booking system for building construction

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. a fast and effective vision enhancement method for single foggy image
• 2. data visualization system java swing mysql java project
• 3. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 4. road semantic segmentation in autonomous cars using layer-wise training
• 5. osteoporosis detection and classification using deep learning algorithm
• 6. music player web application using mern stack
• 7. video and audio deepfake detection using deep learning
• 8. vitamin deficiency detection using image processing and convolution neural network
• 9. multiple tracking of moving objects with kalman filtering and pca-gmm method
• 10. blood group detection rbc wbc counting and disease detection using an image processing approach and machine learning

BCA Projects

• 1. kidney stone detection and stone analysis using image processing and deep learning
• 2. iris detection for eye disease using machine learning and flask web application
• 3. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 4. bone tumor detection using image processing ai tools
• 5. fetal abnormalities detection from ultrasound images using deep learning
• 6. detecting mobile malicious webpages in real time
• 7. the use of vocal biomarkers from research to clinical practice
• 8. key generation for zero steganography using dna sequences
• 9. disease prognosticator detection and classification with convolution neural networks
• 10. crop recommendation using machine learning algorithms with flask web applications

MCA Projects

• 1. inventory management system html java mysql
• 2. identification of mature level and count of nutmeg using color space segmentation algorithm
• 3. aerial surveillance using satellite images using machine learning
• 4. identification of mature level and count of nutmeg using color space segmentation algorithm
• 5. real time food calories estimation in fruit and vegetables using yolo model
• 6. key generation for zero steganography using dna sequences
• 7. online movie ticket booking system
• 8. online tourism management system java mysql java project
• 9. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 10. supply chain management system java swing mysql java project

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. smart drought detection system using satellite data and real-time ai weather analysis
• 2. real time vital sign monitoring using ai enabled wearables
• 3. ai powered smart helmet with eye tracking and automated emergency services
• 4. automatic fault detection and clearing system in electric vehicles
• 5. ai-based loose screw detection in truck assembly line for quality control
• 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. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 9. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 10. smart flood alert system for real-time early warnings using handheld devices

Free Final Year Projects