IoT Mini Projects for Students with Source Code

Popular Projects

Python Projects

• 1. online payment fraud detection system using machine learning | real-time secure transaction
• 2. automated attendance system using facial recognition
• 3. ai voice chatbot with natural conversation
• 4. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 5. fraud detection system for online transactions
• 6. advanced generative modeling for climate change forecasting and impact evaluation
• 7. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 8. deep learning based dog disease detection system using image classification
• 9. ai powered air quality index tracker with python flask and machine learning
• 10. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai

Web Application

• 1. online examination system using php my sql
• 2. ai powered autism detection using facial expression and eye tracking
• 3. cyber cafe management system
• 4. restaurant management system java swing mysql java project
• 5. community connect project | ai-based volunteer matching platform using machine learning
• 6. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 7. smart drought detection system using satellite data and real-time ai weather analysis
• 8. stress detection in it professionals big data using machine learning and flask web application
• 9. spring boot-based hospital management system for efficient healthcare operations
• 10. e-commerce web application based on mern software

Machine Learning

• 1. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 2. ai-powered cybersecurity using python ml and dl to tackle global threats
• 3. ai-based garbage detection using yolo object detection for smart waste management
• 4. a chatbot that offers mental health support coping strategies and resources for individuals dealing with stress anxiety or depression
• 5. drugged eye detection using image processing deep learning
• 6. depression risk management system using machine learning with flask web applications
• 7. automated classification of cervical cancer using machine learning techniques
• 8. eeg based health monitoring system for epileptic seizure detection
• 9. ai-based pneumonia detection using d4 equivariant vision transformer with explainable ai
• 10. ai based detection of diabetic retinopathy using deep learning

Embedded Projects

• 1. emg-based brain controlled electric vehicle system
• 2. theft power identifier and overload detection using defferential current sensor
• 3. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 4. arduino-based automatic fire protection system with fire detection
• 5. alcohol sensing alert with engine locking system
• 6. monitoring and detection of ammonia and carbon dioxide in poultry farming
• 7. automatic street light control
• 8. smart flood detection and alert system using ml and handheld devices
• 9. design and implementation of smart irrigation system and seed sowing machine
• 10. head gesture movement robot using iot

IoT Projects

• 1. alcohol sensing alert with engine locking system
• 2. esp32 smart energy meter with wireless monitoring and data analytics
• 3. automatic braking system using ultrasonic sensor
• 4. real time smart irrigation with iot and machine learning
• 5. fingerprint biometric based attendance system for college using iot
• 6. load management for household appliances using smart energy monitoring system
• 7. smart greenhouse monitoring and control using iot and predictive analytics
• 8. live streaming using esp32cam
• 9. real time parkinson disease detection using machine learning and iot system
• 10. line follower and obstacle avoiding cleaning robot

Raspberry Pi Projects

• 1. smart iot leaf disease detection robot with automated pesticide prediction
• 2. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 3. iot based android app-controlled home automation using raspberry pi
• 4. design and implementation of an offline voice-enabled smart lamp system using embedded ai
• 5. gesture based communication system for mute and deaf people using raspberry pi and flex sensors
• 6. smart receptionist robot with face identification and voice based chat system using raspberry pi
• 7. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 8. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 9. real time animal detection
• 10. ai-based fall detection system for elderly care and safety

Java Projects

• 1. inventory management system html java mysql
• 2. detecting mobile malicious webpages in real time
• 3. real-time sports score board cloud computing java project
• 4. encrypted cloud storage system using aes-gcm
• 5. cloud based e-learing portal cloud computing java project
• 6. electricity billing system java swing mysql java project
• 7. automated attendance system using facial recognition
• 8. car showroom management system
• 9. online resume builder java html css javascript java project
• 10. news aggregator using cloud api cloud computing java project

Electrical Projects

• 1. design and simulation of pv standalone inverter with battery energy storage system
• 2. real time battery health and charge monitoring system using machine learning
• 3. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects
• 4. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 5. design and implementation of a single-phase boost pfc based on-board ev charger for efficient electric vehicle charging
• 6. bidirectional converter with dc motor drive for ev | regenerative braking simulation
• 7. simulation of hybrid battery-pv-wind-fuel cell sources integrated in dc-microgrid
• 8. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 9. a new multi-output dc-dc converter for electric vehicle applications using ann control
• 10. anfis controlled buck converter for dc drive applications | design, simulation & performance analysis

Image Processing

• 1. deep learning approach for human stress detection using haar cascade
• 2. human identification from brain eeg signals using advanced machine learning method
• 3. secure face-based authentication and message transmission using aes encryption and image steganography
• 4. covid-19 detection using transfer learning
• 5. ai enabled water well predictor using deep learning final year engineering projects
• 6. automated left atrial segmentation from magnetic resonance image sequences
• 7. identification of mature level and count of nutmeg using color space segmentation algorithm
• 8. multiple tracking of moving objects with kalman filtering and pca-gmm method
• 9. ai-based brain tumor detection system
• 10. cyber security for data embedding image decomposition techniques using dwt

AI Projects

• 1. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 2. insect pest image detection and recognition based on deep learning algorithm
• 3. ai enabled water well predictor using deep learning final year engineering projects
• 4. deep learning-based dementia detection system using medical data
• 5. utilisation of aerial drone images for monitoring applications
• 6. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 7. deep learning model for low light image enhancement for pre processing
• 8. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 9. smart e-commerce platform with recommendation system
• 10. gan-based image super-resolution with a novel quality loss

Data Mining

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

Cloud Computing

• 1. real-time sports score board cloud computing java project
• 2. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 3. retail customer segmentation with cloud computing colud computing java project
• 4. spring boot-based hospital management system for efficient healthcare operations
• 5. encrypted cloud storage system using aes-gcm
• 6. cloud based e-learing portal cloud computing java project
• 7. complete blood bank management system java spring boot react mysql
• 8. voice command app with cloud functions cloud computing java project
• 9. cloud-enabled complaint tracker cloud computing java project
• 10. news aggregator using cloud api cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. online examination system with proctoring
• 2. hospital management system web application using mern stack
• 3. event management system web application using mern stack
• 4. fruit shop web application using the mern stack
• 5. instagram clone web application using the mern stack
• 6. support desk web application using the mern stack
• 7. course-selling web application using the mern stack
• 8. e-commerce web application based on mern software
• 9. facebook clone web application using the mern stack
• 10. twitter clone using mern stack web application

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. parkinsons detection using machine learning
• 2. classification of soil images using convolution neural networks
• 3. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 4. automated attendance system using facial recognition
• 5. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 6. real time object detection for adas autonomous driving assistance system
• 7. real time battery health and charge monitoring system using machine learning
• 8. online food ordering system java react js mysql java project
• 9. real time food calories estimation in fruit and vegetables using yolo model
• 10. enhancing customer retention in the telecom industry with machine learning driven churn prediction

BCA Projects

• 1. insect pest image detection and recognition based on deep learning algorithm
• 2. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 3. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 4. ai-powered cybersecurity using python ml and dl to tackle global threats
• 5. handloom design generation using generative networks
• 6. vehicle service management system
• 7. real time bangalore traffic monitoring with ai technology
• 8. machine learning techniques for chronic kidney disease risk prediction
• 9. financial fraud detection with machine learning advanced ai for risk prevention
• 10. mango leaf disease identification & classification using ai

MCA Projects

• 1. plant leaf disease detection using flask ai powered web applications
• 2. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 3. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 4. vitamin deficiency detection using image processing and convolution neural network
• 5. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 6. efficient classification and grading of mangoes with ganfis algorithm
• 7. fake product identification system
• 8. ai powered air quality index tracker with python flask and machine learning
• 9. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 10. brain tumor detection using eeg wave patterns

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects