Machine Learning Project Ideas for Final Year Students in Mangaluru

Popular Projects

Python Projects

• 1. ai powered acoustic event detection for crop protection using bird sound recognition
• 2. ai-based personal finance manager
• 3. event detection system using machine learning
• 4. smart drought detection system using satellite data and real-time ai weather analysis
• 5. english to kannada translation using llm
• 6. home service management system
• 7. smart farming system using machine learning and computer vision
• 8. real time battery health and charge monitoring system using machine learning
• 9. ai enabled water well predictor using deep learning final year engineering projects
• 10. machine learning based anomaly detection for enhanced cloud security

Web Application

• 1. smart email notification system with whatsapp integration using python flask
• 2. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 3. ai exam proctor system using computer vision and deep learning
• 4. deep learning model for low light image enhancement for pre processing
• 5. support desk web application using the mern stack
• 6. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 7. deep learning based dog disease detection system using image classification
• 8. cardiovascular disease prediction using retinal image deep learning project
• 9. event management system web application using mern stack
• 10. mango leaf disease identification & classification using ai

Machine Learning

• 1. automated detection of cervical lesions in microscopic images using region based segmentation techniques
• 2. osteoporosis detection and classification using deep learning algorithm
• 3. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 4. insect pest image detection and recognition based on deep learning algorithm
• 5. real time food calories estimation in fruit and vegetables using yolo model
• 6. credit score prediction and loan analysis system using machine learning
• 7. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 8. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 9. forensic object detection and 3d crime scene visualization
• 10. crowd sourcing platform for teachers using nlp for task processing

Embedded Projects

• 1. design and implementation of line follower robot using arduino microcontroller
• 2. line follower and obstacle avoiding robot using arduino with smart navigation system
• 3. smart canteen
• 4. fire detection by using iot
• 5. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 6. real-time medical patient monitoring system using esp32 and max30105
• 7. water quality monitoring system using iot for real-time smart water management
• 8. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 9. rfid verified temperature monitoring contactless attendance system
• 10. speed measurement of moving objects using sensor based system

IoT Projects

• 1. iot based bike accident detection system with helmet safety and real time alerts
• 2. iot based moveable road divider using blynk app
• 3. solar panel tracking system for maximum energy efficiency using smart automation
• 4. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm
• 5. smart cleanliness monitoring system using esp32
• 6. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 7. medical patient monitoring system with real-time web dashboard with ml
• 8. arduino-based automatic fire protection system with fire detection
• 9. automatic toll gate using arduino uno
• 10. iot based manhole detection and monitoring system using stm32

Raspberry Pi Projects

• 1. ai powered automatic pothole detection and filling system for smart road maintenance
• 2. speech controlled home automation system using raspberry pi
• 3. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 4. smart transportation in industrial warehouses
• 5. smart iot leaf disease detection robot with automated pesticide prediction
• 6. women safety and health monitoring device using iot
• 7. face recognition door lock system using raspberry pi
• 8. swarm robots
• 9. military robot for object detection using ai and computer vision
• 10. real time border security robot

Java Projects

• 1. detecting mobile malicious webpages in real time
• 2. enterprise payroll management system in java jsp mysql
• 3. cloud based expense tracker system
• 4. data leakage detection system using alteration-based tracking java project
• 5. tour recommender app using cloud resource sharing cloud computing java project
• 6. cloud based e-learing portal cloud computing java project
• 7. supermarket billing system java swing mysql java project
• 8. attendance management system java swing mysql java project
• 9. spring boot-based hospital management system for efficient healthcare operations
• 10. vitamin deficiency detection using image processing and convolution neural network

Electrical Projects

• 1. high gain boost converter with fuzzy logic control for dc microgrids design and analysis buy simulation projects
• 2. design of lc-cl compensation method for wireless power transfer
• 3. wireless power transmission using inductive coupling based resonant converter | design & analysis
• 4. single-phase hybrid cascaded h-bridge and flying capacitor multilevel inverter with capacitor voltage balancing
• 5. bidirectional converter with dc motor drive for ev | regenerative braking simulation
• 6. pv sourced switched-capacitor boost multilevel inverter with reduced number of switches | matlab simulation
• 7. battery integrated three-port bidirectional charger for light electric vehicles | g2v & v2g power flow
• 8. power quality improvement using unified power quality conditioner with hybrid sourced dc bus
• 9. inductive coupling based wireless power transmission
• 10. ai based solar powered charging system using resonant lcc boost converter

Image Processing

• 1. helmet and number plate detection and recognition using yolo model
• 2. intelligent vehicle damage assessment and cost estimator insurance
• 3. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 4. braille to text and voice conversion using convolutional neural network
• 5. heart disease prediction using retinal images
• 6. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 7. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 8. fake currency detection using image processing and machine learning
• 9. ai-based garbage detection using yolo object detection for smart waste management
• 10. development of image processing algorithm for estimation of water volume based on external image features of tender coconut

AI Projects

• 1. ai-based brain tumor detection system
• 2. crop disease prediction using ai
• 3. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 4. revolutionizing osteoarthritis detection with deep learning ai powered diagnosis prediction free python projects with source code online
• 5. disease prognosticator detection and classification with convolution neural networks
• 6. ai based stress level prediction for it employees using machine learning final year projects
• 7. deep learning approach for human stress detection using haar cascade
• 8. virtual bank assistance using artificial intelligent with voice bot for better banking
• 9. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 10. eeg based health monitoring system for epileptic seizure detection

Data Mining

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

Cloud Computing

• 1. cloud based e-learing portal cloud computing java project
• 2. realtime voting platform java mysql cloud project
• 3. complete blood bank management system java spring boot react mysql
• 4. email spam deduction system using java
• 5. news aggregator using cloud api cloud computing java project
• 6. developing an online banking application with spring boot reactjs and mysql
• 7. cloud-enabled complaint tracker cloud computing java project
• 8. microservice-based banking application spring boot reactjs mysql cloud project
• 9. spring boot-based hospital management system for efficient healthcare operations
• 10. file sharing system with google drive 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. online examination system with proctoring
• 3. hospital management system web application using mern stack
• 4. task manager web application using mern stack
• 5. instagram clone web application using the mern stack
• 6. twitter clone using mern stack web application
• 7. exercise tracker web application using the mern stack
• 8. facebook clone web application using the mern stack
• 9. support desk web application using the mern stack
• 10. course-selling web application using the 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. gym workout maintenance app
• 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. a blockchain-powered secure framework for organic agriculture
• 2. microservice-based banking application spring boot reactjs mysql cloud project
• 3. attendance tracker system java mysql java project
• 4. efficient and lightweight blockchain for secure transaction tracking using python
• 5. blockchain-based e-voting system using flask and python
• 6. block chain powered cyber risk prediction and insurance platform

Mini Projects

• 1. medical store management system
• 2. heart disease prediction using retinal images
• 3. insect pest image detection and recognition based on deep learning algorithm
• 4. bitcoin price prediction using lstm and multioutput regression models with flask
• 5. calorie burn prediction analysis using machine learning project
• 6. hospital management system web application using mern stack
• 7. intelligent transportation system using face eyes and object detection with ai
• 8. weather forecating system java jsp mysql java project
• 9. credit card fraud detection using machine learning
• 10. online dj booking management system

BCA Projects

• 1. face mask detection for covid-19 using machine learning
• 2. a fast and effective vision enhancement method for single foggy image
• 3. eyeball movement based computer cursor control using raspberry pi and opencv
• 4. an automated system to limit covid-19 using facial mask detection and cnn
• 5. early detection system for foot ulceration using image processing
• 6. calorie burn prediction analysis using machine learning project
• 7. predict your dating app match outcomes with ai accuracy
• 8. early detection system for foot ulceration in diabetic patients using deep learning
• 9. cross domain plant leaf disease detection using deep learning best python projects
• 10. enterprise payroll management system in java jsp mysql

MCA Projects

• 1. crop recommendation using machine learning algorithms with flask web applications
• 2. parkinsons detection using machine learning
• 3. ai based stress level prediction for it employees using machine learning final year projects
• 4. early detection system for foot ulceration in diabetic patients using deep learning
• 5. fruit shop web application using the mern stack
• 6. brain tumour detection and classification with various state analysis using deep learning algorithm
• 7. machine learning techniques for chronic kidney disease risk prediction
• 8. ride sharing application java spring boot react js mysql java project
• 9. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 10. content based image retrieval using convolutional neural network

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. smart drought detection system using satellite data and real-time ai weather analysis
• 6. automatic fault detection and clearing system in electric vehicles
• 7. ai-based loose screw detection in truck assembly line for quality control
• 8. fingerprint-based blood group detection system using image processing and machine learning
• 9. smart flood detection and alert system using ml and handheld devices
• 10. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor

Free Final Year Projects