ESP32 Machine Learning Projects for Beginners

Popular Projects

Python Projects

• 1. hand gesture detection for multi language recognition using convolutional neural network
• 2. an integrated deep learning and machine learning approach for breast cancer detection and stage classification
• 3. ecommerce website
• 4. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 5. crop disease prediction using ai
• 6. ai powered cybersecurity visualization global threats and defense strategies
• 7. gold price prediction using ensemble based machine learning
• 8. fraud detection in finance data using machine learning
• 9. speed read technique using nlp
• 10. ai-based cosmetic recommendation system based on skin conditions

Web Application

• 1. ai based stress level prediction for it employees using machine learning final year projects
• 2. smart drought detection system using satellite data and real-time ai weather analysis
• 3. task manager web application using mern stack
• 4. iot-based real-time accident detection and monitoring system using machine learning
• 5. depression risk management system using machine learning with flask web applications
• 6. simple product sales website using html css javascript
• 7. file sharing system with google drive api cloud computing java project
• 8. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system
• 9. child vaccination management system flask web application
• 10. online employee booking system for building construction

Machine Learning

• 1. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 2. ai-driven conversational chatbot for laptop and phone recommendations
• 3. cross domain plant leaf disease detection using deep learning best python projects
• 4. hand gesture recognition and voice conversion system using deep learning
• 5. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 6. water quality monitoring system using iot and machine learning
• 7. ai powered breast cancer detection
• 8. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 9. secure face-based authentication and message transmission using aes encryption and image steganography
• 10. english to hindi conversation using machine learning and flask web application

Embedded Projects

• 1. speed measurement of moving objects using sensor based system
• 2. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 3. voice controlled robot using bluetooth and android smartphone
• 4. solar panel tracking system for maximum energy efficiency using smart automation
• 5. automatic braking system using ultrasonic sensor
• 6. build an rfid powered inventory system python flask ml integration
• 7. automatic accident detection and emergency alert
• 8. a lora-based wireless soil monitoring system data communication and sensor performance analysis
• 9. smart home automation system using iot with web and mobile control
• 10. fire protection system

IoT Projects

• 1. automatic object-sensing smart dustbin touchless waste management
• 2. automatic braking system using ultrasonic sensor
• 3. solar panel tracking system for maximum energy efficiency using smart automation
• 4. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 5. emg-based brain controlled electric vehicle system
• 6. automatic accident detection and emergency alert
• 7. smart car parking management system
• 8. smart agricultural robot with iot-based automation for efficient farming
• 9. water quality monitoring system based on iot and android app
• 10. aqi surveillance for smart residences

Raspberry Pi Projects

• 1. license plate recognition system with automatic gate control using raspberry pi
• 2. raspberry pi based secure door lock system using keypad and lcd display
• 3. e-secure office using face, fingerprint, password and rfid authentication with raspberry pi
• 4. identification of mature level and count of nutmeg using color space segmentation algorithm
• 5. smart irrigation system using ml prediction
• 6. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 7. deep learning based chronic kidney disease detection using iris imaging
• 8. ai powered automatic pothole detection and filling system for smart road maintenance
• 9. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 10. smart iot leaf disease detection robot with automated pesticide prediction

Java Projects

• 1. voice command app with cloud functions cloud computing java project
• 2. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 3. travel ease you all in one transportation booking companion application
• 4. news aggregator using cloud api cloud computing java project
• 5. network monitoring system java project
• 6. cloud based e-learing portal cloud computing java project
• 7. voice command app with cloud functions cloud computing java project
• 8. crowd sourcing platform for teachers using nlp for task processing
• 9. flight booking system java html css javascript mysql java project
• 10. attendance management system java swing mysql java project

Electrical Projects

• 1. design and control of single stage ac-dc buck converter for drive applications
• 2. solar pv powered bldc motor drive using boost converter and battery energy storage system
• 3. design and implementation of a single-phase 15-level inverter with reduced components
• 4. analysis and design of high gain switched capacitor z-source converter
• 5. design and implementation of boost converter for efficient power electronics
• 6. a protection method for multi-terminal hvdc system based on fuzzy approach
• 7. a novel single-stage buck-boost transformer less inverter for 1-ϕ grid-connected solar pv systems
• 8. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 9. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute
• 10. smart grid transmission and distribution system with self hailing controllable crowbar for enhanced reliability best electrical projects

Image Processing

• 1. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 2. alzheimer disease detection
• 3. ai-based garbage detection using yolo object detection for smart waste management
• 4. an automated system to limit covid-19 using facial mask detection and cnn
• 5. smart vitals for non-invasive disease prediction
• 6. depression detection from social network data using machine learning techniques
• 7. image cryptography using aes algorithms for secure communication
• 8. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 9. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 10. speed read technique using nlp

AI Projects

• 1. ai-driven deep learning approach for diagnosing diabetic retinopathy
• 2. covid-19 detection using transfer learning
• 3. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 4. multimodal biometric system using human signature palm recognition
• 5. ai powered cybersecurity visualization global threats and defense strategies
• 6. ai-based pneumonia detection using d4 equivariant vision transformer with explainable ai
• 7. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 8. deep learning approach for human stress detection using haar cascade
• 9. multilingual ai-powered mental health chatbot using nlp and deep learning
• 10. smart farming system using machine learning and computer vision

Data Mining

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

Cloud Computing

• 1. voice command app with cloud functions cloud computing java project
• 2. attendance tracker system java mysql java project
• 3. microservice-based banking application spring boot reactjs mysql cloud project
• 4. network monitoring system java project
• 5. spring boot-based hospital management system for efficient healthcare operations
• 6. encrypted cloud storage system using aes-gcm
• 7. cloud based e-learing portal cloud computing java project
• 8. email spam deduction system using java
• 9. tour recommender app using cloud resource sharing 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. e-commerce web application based on mern software
• 2. exercise tracker web application using the mern stack
• 3. twitter clone using mern stack web application
• 4. hospital management system web application using mern stack
• 5. event management system web application using mern stack
• 6. task manager web application using mern stack
• 7. music player web application using mern stack
• 8. fruit shop web application using the mern stack
• 9. online employee booking system for building construction
• 10. mern stack chat appilication with translation

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. django polling system
• 2. real time weather prediction system accurate and instant forecasts best project centre in bangalore
• 3. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 4. prediction of underwater surface target through using machine learning
• 5. advanced traffic sign detection system with artificial intelligence
• 6. content based image retrieval using convolutional neural network
• 7. sugarcane leaf disease detection and severity estimation based on segmented spots image
• 8. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 9. automated left atrial segmentation from magnetic resonance image sequences
• 10. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore

BCA Projects

• 1. customer support chat bot using natural language processing
• 2. spring boot-based hospital management system for efficient healthcare operations
• 3. vitamin deficiency detection using image processing and convolution neural network
• 4. real time bangalore traffic monitoring with ai technology
• 5. detecting and mitigating clinical errors in electronic health records using deep learning
• 6. online resume builder java html css javascript java project
• 7. breast cancer detection and classification using convolution neural networks
• 8. online fresh grocery order system using python flask framework with mysql
• 9. intelligent transportation system using face eyes and object detection with ai
• 10. supply chain management system java swing mysql java project

MCA Projects

• 1. a unified home service platform
• 2. automated left atrial segmentation from magnetic resonance image sequences
• 3. travel ease you all in one transportation booking companion application
• 4. electricity billing system java swing mysql java project
• 5. insect pest image detection and recognition based on deep learning algorithm
• 6. parkinsons detection using machine learning
• 7. implementation of recognition model for ancient kannada epigraphs using image processing
• 8. eyeball movement based computer cursor control using raspberry pi and opencv
• 9. bone tumor detection using image processing ai tools
• 10. spring boot-based hospital management system for efficient healthcare operations

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects