Embedded AI and Machine Learning Projects for Students

Popular Projects

Python Projects

• 1. deep learning-based dementia detection system using medical data
• 2. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 3. intelligent transportation system using face eyes and object detection with ai
• 4. sign language gesture and sentence recognition and translation (indian sign language)
• 5. generative ai image restoration for image enhancement and recovery
• 6. ai driven crop recommendation based on real time environmental data
• 7. intelligent crop disease and risk prediction system using hybrid deep learning & ai
• 8. medical store management system
• 9. employee leave management system
• 10. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore

Web Application

• 1. bone tumour detection system
• 2. inventory management system html java mysql
• 3. ai based gun sound detection system for real time public safety surveillance
• 4. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 5. eeg based health monitoring system for epileptic seizure detection
• 6. cardiovascular disease prediction using retinal image deep learning project
• 7. ai-based personal finance manager
• 8. smart vitals for non-invasive disease prediction
• 9. e-commerce web application based on mern software
• 10. secure image steganography with captcha authentication for hidden text protection

Machine Learning

• 1. ai exam proctor system using computer vision and deep learning
• 2. bmnet deepfake detection model with bilstm and multi head attention
• 3. prediction of wine quality using machine learning algorithms
• 4. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 5. parkinsons detection using machine learning
• 6. mango leaf disease identification & classification using ai
• 7. build an rfid powered inventory system python flask ml integration
• 8. automated bone fracture detection using convolutional neural networks
• 9. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 10. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture

Embedded Projects

• 1. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 2. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 3. dtmf controlled robotic vehicle
• 4. smart city innovation integrated water and energy metering system
• 5. iot-based transformer monitoring system using esp32 microcontroller
• 6. remote monitoring and control of wheelchair via iot
• 7. head gesture movement robot using iot
• 8. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 9. women safety device by using pepper spray
• 10. ai-driven iot system for real-time water quality assessment

IoT Projects

• 1. fingerprint-based blood group detection system using image processing and machine learning
• 2. aqi surveillance for smart residences
• 3. real-time medical patient monitoring system using esp32 and max30105
• 4. alcohol sensing alert with engine locking system
• 5. smart blind stick for visually impaired sensor-based walking aid
• 6. smart agricultural robot with iot-based automation for efficient farming
• 7. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 8. fingerprint biometric based attendance system for college using iot
• 9. design and implementation of food intelligent monitoring system
• 10. iot based borewell rescue mechanism with real time monitoring using esp32

Raspberry Pi Projects

• 1. hiding text in image using steganography with captcha authentication
• 2. driver drowsiness detection and robot control system
• 3. smart shopping trolley using raspberry pi
• 4. emotion and stress detection using artificial intelligence
• 5. ai-based smart street light automation using raspberry pi
• 6. water quality monitoring system using raspberry pi iot-based real-time analysis
• 7. smart irrigation system using ml prediction
• 8. intelligent loose screw detection using machine learning
• 9. gesture based communication system for mute and deaf people using raspberry pi and flex sensors
• 10. smart transportation in industrial warehouses

Java Projects

• 1. car showroom management system
• 2. restaurant management system java swing mysql java project
• 3. employee leave management system
• 4. inventory management system html java mysql
• 5. spring boot-based hospital management system for efficient healthcare operations
• 6. online examination system
• 7. automated attendance system using facial recognition
• 8. data visualization system java swing mysql java project
• 9. online shopping e-commerce java jsp mysql java project
• 10. complete blood bank management system java spring boot react mysql

Electrical Projects

• 1. pwm dc dc buck converter using nonlinear control technique best electrical projects
• 2. single stage pv array fed speed sensorless vector control of induction motor drive for water pumping
• 3. a single-phase boost pfc based on-board ev charger
• 4. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 5. wireless electric vehicle charging system using solar
• 6. design and simulation of pv standalone inverter with battery energy storage system
• 7. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 8. solar power generation system with power smoothing function using dual-input buck-boost inverter | matlab simulation
• 9. improved high step-up boost-based dc/dc converter with built-in transformer and active clamp for dc microgrids
• 10. a capacitive bridge-type superconducting fault current limiter to improve the transient performance of dfig/pv/sg-based hybrid power system

Image Processing

• 1. ai based gun sound detection system for real time public safety surveillance
• 2. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 3. secured communication of text and audio using image steganography
• 4. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 5. smart crop yeild prediction based on environmental parameters
• 6. key generation for zero steganography using dna sequences
• 7. accurate text detection from natural scene images ai powered ocr best machine learning projects centre
• 8. bone tumor detection using image processing ai tools
• 9. real-time facial emotion detection using cnn and deep learning
• 10. real time object detection for adas autonomous driving assistance system

AI Projects

• 1. hand gesture recognition and voice conversion system using deep learning
• 2. intelligent web app for detecting hate speech using machine learning and nlp
• 3. bone tumor detection using image processing ai tools
• 4. ai enabled smart energy load prediction system using lstm
• 5. yoga pose and human activity recognition system
• 6. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 7. ai based realtime disaster management system
• 8. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 9. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 10. real time music player control using hand gesture recognition with deep learning algorithm

Data Mining

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

Cloud Computing

• 1. data leakage detection system using alteration-based tracking java project
• 2. microservice-based banking application spring boot reactjs mysql cloud project
• 3. attendance tracker system java mysql java project
• 4. cloud based expense tracker system
• 5. retail customer segmentation with cloud computing colud computing java project
• 6. realtime voting platform java mysql cloud project
• 7. voice command app with cloud functions cloud computing java project
• 8. encrypted cloud storage system using aes-gcm
• 9. file sharing system with google drive api cloud computing java project
• 10. building a pharmacy management system with java spring boot mysql thymeleaf and smtp

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. facebook clone web application using the mern stack
• 2. task manager web application using mern stack
• 3. course-selling web application using the mern stack
• 4. mern stack chat appilication with translation
• 5. event management system web application using mern stack
• 6. support desk web application using the mern stack
• 7. online examination system with proctoring
• 8. online employee booking system for building construction
• 9. instagram clone web application using the mern stack
• 10. hospital management system web application using mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. real time battery health and charge monitoring system using machine learning
• 2. mosaic secret-fragment-visible data hiding for secure image transmission based on two-step energy matching
• 3. hospital management system
• 4. blood bank management system
• 5. implementation of recognition model for ancient kannada epigraphs using image processing
• 6. predict your dating app match outcomes with ai accuracy
• 7. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 8. tulsi leaf disease detection
• 9. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 10. ai-powered detection of vitamin deficiencies through convolutional neural networks

BCA Projects

• 1. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 2. real time fish detection and tracking for smart aquarium
• 3. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 4. stress detection based on eeg signal
• 5. disease prognosticator detection and classification with convolution neural networks
• 6. detecting mobile malicious webpages in real time
• 7. aerial surveillance using satellite images using machine learning
• 8. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 9. intelligent transportation system using face eyes and object detection with ai
• 10. online train ticket booking system java jsp mysql java project

MCA Projects

• 1. prediction of wine quality using machine learning algorithms
• 2. real time food calories estimation in fruit and vegetables using yolo model
• 3. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 4. depression detection using federated learning and machine learning models
• 5. iris detection for eye disease using machine learning and flask web application
• 6. english to hindi conversation using machine learning and flask web application
• 7. a fast and effective vision enhancement method for single foggy image
• 8. rose plant disease prediction using convolution neural network algorithm
• 9. car showroom management system
• 10. fetal abnormalities detection from ultrasound images using deep learning

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects