Raspberry Pi AI Camera Projects for Engineering Students

Popular Projects

Python Projects

• 1. poem summarization using deep learning algorithm
• 2. aerial surveillance using satellite images using machine learning
• 3. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 4. smart farming system using machine learning and computer vision
• 5. cyber security for data embedding image decomposition techniques using dwt
• 6. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 7. business real estate management system
• 8. prediction of underwater surface target through using machine learning
• 9. vehicle service management system
• 10. car sales prediction using machine learning algorithm

Web Application

• 1. secure image steganography with captcha authentication for hidden text protection
• 2. multilingual ai-powered mental health chatbot using nlp and deep learning
• 3. phishing websites detection using machine learning with flask web application
• 4. sentiment analysis of deepfake tweets detecting emotional trends and misinformation best final year engineering projects in bangalore
• 5. financial fraud detection with machine learning advanced ai for risk prevention
• 6. task manager web application using mern stack
• 7. bone tumour detection system
• 8. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 9. automated attendance system using facial recognition
• 10. daily expense tracker system

Machine Learning

• 1. ai-driven waste sorting enhancing recycling efficiency with convolutional neural networks
• 2. real time food calories estimation in fruit and vegetables using yolo model
• 3. vision-based fire & smoke detection system using deep learning for real-time safety monitoring
• 4. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 5. ai exam proctor system using computer vision and deep learning
• 6. real time bangalore traffic monitoring with ai technology
• 7. eyeball movement based computer cursor control using raspberry pi and opencv
• 8. ai-driven dog disease detection system using deep learning
• 9. voice-based email system for visually challenged users
• 10. ai job recommendation system

Embedded Projects

• 1. smart agricultural robot with iot-based automation for efficient farming
• 2. iot based borewell rescue mechanism with real time monitoring using esp32
• 3. ai-driven iot system for real-time water quality assessment
• 4. automatic home appliance control using arduino micro controller and ir and pir sensors
• 5. smart city innovation integrated water and energy metering system
• 6. hand gesture recognition and voice conversation
• 7. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 8. arduino based automatic hole punch device using servo motor
• 9. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 10. an intelligent vending machine style automated bartender for personalized cocktails

IoT Projects

• 1. automatic object-sensing smart dustbin touchless waste management
• 2. line follower and obstacle avoiding cleaning robot
• 3. live streaming using esp32cam
• 4. smart agricultural robot with iot-based automation for efficient farming
• 5. iot smart jacket for continuous health and safety tracking
• 6. smart home automation system using iot with web and mobile control
• 7. smart flood detection and alert system using ml and handheld devices
• 8. object detection using esp32cam
• 9. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 10. ev vehicle wireless charging system using arduino

Raspberry Pi Projects

• 1. ai based smart health monitoring, sleep analysis fall detection system
• 2. fire fighting robot using image processing
• 3. gesture based communication system for mute and deaf people using raspberry pi and flex sensors
• 4. water quality monitoring system using raspberry pi iot-based real-time analysis
• 5. real time animal detection
• 6. face fingerprint based bank locker security system using raspberry pi with otp verification
• 7. smart classroom automation and attendance monitoring system using raspberry pi
• 8. design and implementation of autonomous car using raspberry pi
• 9. ai-powered visual monitoring system for cattle health and wealth management
• 10. ai-based driver safety monitoring system using raspberry pi

Java Projects

• 1. supermarket billing system java swing mysql java project
• 2. travel ease you all in one transportation booking companion application
• 3. email spam deduction system using java
• 4. developing an online banking application with spring boot reactjs and mysql
• 5. online payment fraud detection
• 6. crowd sourcing platform for teachers using nlp for task processing
• 7. attendance management system java swing mysql java project
• 8. online resume builder java html css javascript java project
• 9. electricity billing system java swing mysql java project
• 10. travel ease you all in one transportation booking companion application

Electrical Projects

• 1. design of buck integrated luo converter for multiple loads
• 2. power management of hev with hybrid energy storage
• 3. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute
• 4. design of high-gain nonisolated dc–dc converter with zero input current ripple for electric vehicle applications
• 5. wireless electric vehicle charging system using solar
• 6. design and implementation of boost converter for efficient power electronics
• 7. a capacitive bridge-type superconducting fault current limiter to improve the transient performance of dfig/pv/sg-based hybrid power system
• 8. high stepup switched-capacitor 13-level inverter with reduced switches | design & simulation
• 9. solar pv powered bldc motor drive using boost converter and battery energy storage system
• 10. design and control of single stage ac-dc buck converter for drive applications

Image Processing

• 1. ai-powered blood pressure state classification system
• 2. ensemble of pneumonia detection using machin learning
• 3. on-screen monitoring system using federated learning and machine learning
• 4. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 5. a deep learning approach to detect lumpy skin disease in cows
• 6. hand gesture detection for multi language recognition using convolutional neural network
• 7. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system
• 8. ai enabled water well predictor using deep learning final year engineering projects
• 9. real time object detection for adas autonomous driving assistance system
• 10. fake currency detection using image processing and machine learning

AI Projects

• 1. transformer-enhanced channel estimation for 5g/6g mimo-ofdm wireless communication systems
• 2. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 3. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 4. ai chat bot for college departments
• 5. smart canteen solutions automating food services with iot & ai
• 6. ai exam proctor system using computer vision and deep learning
• 7. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 8. aerial surveillance using satellite images using machine learning
• 9. deep learning model for low light image enhancement for pre processing
• 10. forensic object detection and 3d crime scene visualization

Data Mining

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

Cloud Computing

• 1. cloud-enabled complaint tracker cloud computing java project
• 2. voice command app with cloud functions cloud computing java project
• 3. email spam deduction system using java
• 4. retail customer segmentation with cloud computing colud computing java project
• 5. complete blood bank management system java spring boot react mysql
• 6. microservice-based banking application spring boot reactjs mysql cloud project
• 7. real-time sports score board cloud computing java project
• 8. developing an online banking application with spring boot reactjs and mysql
• 9. spring boot-based hospital management system for efficient healthcare operations
• 10. data leakage detection system using alteration-based tracking java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. mern stack chat appilication with translation
• 2. task manager web application using mern stack
• 3. event management system web application using mern stack
• 4. e-commerce web application based on mern software
• 5. fruit shop web application using the mern stack
• 6. course-selling web application using the mern stack
• 7. instagram clone web application using the mern stack
• 8. online examination system with proctoring
• 9. support desk web application using the mern stack
• 10. music player web application using mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 2. vitamin deficiency detection using image processing and convolution neural network
• 3. object detection and tracking using kalman filter
• 4. online payment fraud detection
• 5. deep learning based chronic kidney disease detection using iris imaging
• 6. detecting mobile malicious webpages in real time
• 7. intelligent vehicle damage assessment and cost estimator insurance
• 8. employee management system using php javascript project
• 9. early detection system for foot ulceration using image processing
• 10. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture

BCA Projects

• 1. tumor region extraction using edge detection method in brain mri images
• 2. online train ticket booking system java jsp mysql java project
• 3. intelligent transportation system using face eyes and object detection with ai
• 4. ai powered breast cancer detection
• 5. artistic image creation using neural style transfer with gan approach
• 6. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 7. rose plant disease prediction using convolution neural network algorithm
• 8. restaurant management system java swing mysql java project
• 9. crowd sourcing platform for teachers using nlp for task processing
• 10. ai-powered detection of vitamin deficiencies through convolutional neural networks

MCA Projects

• 1. helmet and number plate detection and recognition using yolo model
• 2. real time food calories estimation in fruit and vegetables using yolo model
• 3. early detection system for foot ulceration in diabetic patients using deep learning
• 4. ride sharing application java spring boot react js mysql java project
• 5. robust voice recognition system for identifying original and duplicate voice sampl
• 6. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 7. online survey system java mysql java project
• 8. inventory management system
• 9. a fast and effective vision enhancement method for single foggy image
• 10. multimodal biometric system based on human signature and palm image

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects