ESP32 Edge AI Projects for Beginners

Popular Projects

Python Projects

• 1. online fuel delivery system
• 2. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 3. speed read technique using nlp
• 4. covid-19 detection using transfer learning
• 5. a chatbot that offers mental health support coping strategies and resources for individuals dealing with stress anxiety or depression
• 6. ai powered dengue outbreak prediction system
• 7. inventory management system
• 8. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 9. urban traffic prediction using lightweight recurrent neural networks for smart cities
• 10. employee leave management system

Web Application

• 1. online course registartion
• 2. spam email detection using machine learning | ai based email spam filter project
• 3. bitcoin price prediction using lstm and multioutput regression models with flask
• 4. file sharing system with google drive api cloud computing java project
• 5. phishing websites detection using machine learning with flask web application
• 6. ai powered system for early detection of heart disease using cnn
• 7. advanced health monitoring system for real time patient tracking
• 8. power consumption monitoring and prediction system using machine learning and flask
• 9. yoga pose and human activity recognition system
• 10. utilisation of aerial drone images for monitoring applications

Machine Learning

• 1. diabetic retinopathy detection using deep learning and medical image analysis
• 2. transformer-enhanced channel estimation for 5g/6g mimo-ofdm wireless communication systems
• 3. ai based architectural image captioning system for blind students
• 4. customer support chat bot using natural language processing
• 5. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 6. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 7. crop recommendation
• 8. advanced driver assistance systems
• 9. credit score prediction and loan analysis system using machine learning
• 10. power consumption monitoring and prediction system using machine learning and flask

Embedded Projects

• 1. smart agriculture monitoring system using iot and sensors
• 2. wearable smart shoe technology for health fitness using iot
• 3. automatic remote patient monitoring system
• 4. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 5. an efficient charging station for electric vehicles
• 6. automatic vehicle speed limiter for express highways using smart control systems
• 7. flood early detection and avoidance system using iot
• 8. temperature-based fan speed control using arduino
• 9. arduino based automatic safety locker system with fingerprint sensor, authentication through otp
• 10. collective intelligence-driven analytics with next-generation communication for smart cities

IoT Projects

• 1. iot based antenna positioning system
• 2. advanced health monitoring system for real time patient tracking
• 3. smart bin for smart city using iot and android app
• 4. automatic braking system using ultrasonic sensor
• 5. design and implementation of smart irrigation system and seed sowing machine
• 6. a lora-based wireless soil monitoring system data communication and sensor performance analysis
• 7. smart agriculture monitoring system using iot and sensors
• 8. smart home automation system using iot with web and mobile control
• 9. accident detection and alert system using arduino and iot
• 10. ambulance path optimization system and emergency messenger using lora

Raspberry Pi Projects

• 1. self driving rc car using raspberry pi
• 2. ai-based smart street light automation using raspberry pi
• 3. crowd density detection using ai real-time smart surveillance system
• 4. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 5. smart patient monitoring system using raspberry pi
• 6. real-time object detection and masking framework using ai & computer vision
• 7. smart transportation in industrial warehouses
• 8. water quality monitoring system using raspberry pi iot-based real-time analysis
• 9. ai-powered visual monitoring system for cattle health and wealth management
• 10. iot android app controlled based pole climbing robot

Java Projects

• 1. online examination system
• 2. car showroom management system
• 3. automated attendance system using facial recognition
• 4. retail customer segmentation with cloud computing colud computing java project
• 5. real-time sports score board cloud computing java project
• 6. online survey system java mysql java project
• 7. travel ease you all in one transportation booking companion application
• 8. data visualization system java swing mysql java project
• 9. cloud based e-learing portal cloud computing java project
• 10. enterprise payroll management system in java jsp mysql

Electrical Projects

• 1. power management of hev with hybrid energy storage
• 2. wireless energy transfer on road for electrical vehicles
• 3. a capacitive bridge-type superconducting fault current limiter to improve the transient performance of dfig/pv/sg-based hybrid power system
• 4. simulation of pv_wind_bess hybrid systems for dc microgrids modeling and optimization best power electronics and power system projects and projects ideas
• 5. wireless power transmission using inductive coupling based resonant converter | design & analysis
• 6. power factor improvement in flyback converter
• 7. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute
• 8. high stepup switched-capacitor 13-level inverter with reduced switches | design & simulation
• 9. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 10. pv sourced switched-capacitor boost multilevel inverter with reduced number of switches | matlab simulation

Image Processing

• 1. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 2. south indian sign language detection using hand gesture recognition
• 3. cyber security for data embedding image decomposition techniques using dwt
• 4. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 5. ai powered breast cancer detection
• 6. a deep learning approach to detect lumpy skin disease in cows
• 7. breast cancer detection using machine learning and medical imaging
• 8. human identification from brain eeg signals using advanced machine learning method
• 9. real time food calories estimation in fruit and vegetables using yolo model
• 10. ai-driven deep learning approach for diagnosing diabetic retinopathy

AI Projects

• 1. ai-driven deep learning approach for diagnosing diabetic retinopathy
• 2. heart disease prediction using retinal images
• 3. robust voice recognition system for identifying original and duplicate voice sampl
• 4. smart canteen solutions automating food services with iot & ai
• 5. real-time facial emotion detection using cnn and deep learning
• 6. helmet and number plate detection and recognition using yolo model
• 7. road semantic segmentation in autonomous cars using layer-wise training
• 8. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 9. ai conversational assistant using natural language processing (nlp) and deep learning
• 10. bone tumour detection system

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. file sharing system with google drive api cloud computing java project
• 3. cloud based expense tracker system
• 4. cloud-enabled complaint tracker cloud computing java project
• 5. retail customer segmentation with cloud computing colud computing java project
• 6. cloud based e-learing portal cloud computing java project
• 7. developing an online banking application with spring boot reactjs and mysql
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. encrypted cloud storage system using aes-gcm
• 10. network monitoring system java project

VLSI Projects

• 1. test product for meta review

MERN Projects

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

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. aerial surveillance using satellite images using machine learning
• 2. real time video captioning using deep learning
• 3. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 4. online examination system using php my sql
• 5. mosaic secret-fragment-visible data hiding for secure image transmission based on two-step energy matching
• 6. fake currency detection using image processing and machine learning
• 7. bone tumor detection using image processing ai tools
• 8. spinal curvature determination from scoliosis x-ray image using sum of squared difference template matching
• 9. heart disease prediction using retinal images
• 10. advanced traffic sign detection system with artificial intelligence

BCA Projects

• 1. inventory management system
• 2. vitamin deficiency detection using image processing and convolution neural network
• 3. ai virtual healthcare chatbot system using deep learning
• 4. bitcoin price prediction using lstm and multioutput regression models with flask
• 5. supermarket billing system java swing mysql java project
• 6. django polling system
• 7. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 8. e-commerce web application based on mern software
• 9. real time music player control using hand gesture recognition with deep learning algorithm
• 10. course-selling web application using the mern stack

MCA Projects

• 1. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 2. face mask detection for covid-19 using machine learning
• 3. secure image steganography with captcha authentication for hidden text protection
• 4. bone tumor detection using image processing ai tools
• 5. hand gesture detection for multi language recognition using convolutional neural network
• 6. insect pest image detection and recognition based on deep learning algorithm
• 7. gan-based image super-resolution with a novel quality loss
• 8. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 9. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 10. speed read technique using nlp

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects