Machine Learning Project Ideas for Final Year Students in Kozhikode

Popular Projects

Python Projects:-

• 1. vitamin deficiency detection using image processing and convolution neural network
• 2. vision-based fire & smoke detection system using deep learning for real-time safety monitoring
• 3. cross domain plant leaf disease detection using deep learning best python projects
• 4. ai based realtime disaster management system
• 5. build an rfid powered inventory system python flask ml integration
• 6. smart attendance management system
• 7. ai-based brain tumor detection system
• 8. yoga pose and human activity recognition system
• 9. multilingual ai-powered mental health chatbot using nlp and deep learning
• 10. ai-powered detection of vitamin deficiencies through convolutional neural networks

Web Application:-

• 1. smart e-commerce platform with recommendation system
• 2. healthcare data analysis for disease prediction using machine learning
• 3. twitter clone using mern stack web application
• 4. supply chain management system java swing mysql java project
• 5. real-time sports score board cloud computing java project
• 6. django e commerce eshop applications
• 7. online fresh grocery order system using python flask framework with mysql
• 8. ai-based smart document summarizer and translator
• 9. exercise tracker web application using the mern stack
• 10. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection

Machine Learning:-

• 1. forensic object detection and 3d crime scene visualization
• 2. deep learning approach for human stress detection using haar cascade
• 3. ai based gun sound detection system for real time public safety surveillance
• 4. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 5. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 6. implementation of recognition model for ancient kannada epigraphs using image processing
• 7. ai exam proctor system using computer vision and deep learning
• 8. real time color detection system using python and opencv
• 9. ensemble technique for brain tumor patient survival prediction
• 10. hiding text in image using steganography with captcha authentication

Embedded Projects:-

• 1. smart greenhouse monitoring and control using iot and predictive analytics
• 2. solar powered pick & place robot – efficient robotic automation for industry & agriculture
• 3. monitoring and detection of ammonia and carbon dioxide in poultry farming
• 4. smart medication management system for elderly people
• 5. load management for household appliances using smart energy monitoring system
• 6. line follower and obstacle avoiding robot using arduino with smart navigation system
• 7. aqi surveillance for smart residences
• 8. speed measurement of moving objects using sensor based system
• 9. accident detection and alert system using arduino and iot
• 10. fire protection system using arduino with smoke and flame detection

IoT Projects:-

• 1. smart flood alert system for real-time early warnings using handheld devices
• 2. smart medication management system for elderly people
• 3. iot based food dispenser
• 4. medical patient monitoring system with real-time web dashboard with ml
• 5. real time iot air quality monitoring with ml web platform
• 6. emg-based brain controlled electric vehicle system
• 7. geofencing-enabled v2i system for smart emergency vehicle traffic management
• 8. remote monitoring and control of wheelchair via iot
• 9. line follower and obstacle avoiding cleaning robot
• 10. iot based motor speed control in rpm

Raspberry Pi Projects:-

• 1. iot-based intelligent air quality monitoring system using machine learning smart pollution detection
• 2. raspberry pi based plant disease prediction system using image processing techniques
• 3. raspberry pi based secure door lock system using keypad and lcd display
• 4. face recognition door lock system using raspberry pi
• 5. deep learning based crop detection and weed plucking system
• 6. license plate recognition system with automatic gate control using raspberry pi
• 7. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 8. deep learning based weed detection and plucking
• 9. women safety and health monitoring device using iot
• 10. ai-based weather forecasting system using raspberry pi and machine learning

Java Projects:-

• 1. online survey system java mysql java project
• 2. cloud-enabled complaint tracker cloud computing java project
• 3. online train ticket booking system java jsp mysql java project
• 4. real-time sports score board cloud computing java project
• 5. fake product identification system
• 6. supply chain management system java swing mysql java project
• 7. employee leave management system
• 8. restaurant management system java swing mysql java project
• 9. network monitoring system java project
• 10. inventory management system html java mysql

Electrical Projects:-

• 1. solar power generation system with power smoothing function using dual-input buck-boost inverter | matlab simulation
• 2. improved high step-up boost-based dc/dc converter with built-in transformer and active clamp for dc microgrids
• 3. single phase differential boost inverter for induction motor drive design and simulation
• 4. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 5. ai based solar powered charging system using resonant lcc boost converter
• 6. design and simulation of nine level switched capacitor multi level inverter
• 7. design and simulation of a nine-level multilevel inverter using nearest level control technique
• 8. a single-phase boost pfc based on-board ev charger
• 9. battery integrated three-port bidirectional charger for light electric vehicles | g2v & v2g power flow
• 10. design of voltage mode control for multi-output flyback converter

Image Processing:-

• 1. video and audio deepfake detection using deep learning
• 2. brain tumor detection using eeg wave patterns
• 3. eeg based health monitoring system for epileptic seizure detection
• 4. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 5. real time music player control using hand gesture recognition with deep learning algorithm
• 6. multiresolution edge detection using particle swarm optimization
• 7. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 8. erythrocyte classification using machine learning algorithm
• 9. diabetic retinopathy detection using deep learning and medical image analysis
• 10. real time object detection for adas autonomous driving assistance system

AI Projects:-

• 1. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 2. crop recommendation using machine learning algorithms with flask web applications
• 3. smart vitals for non-invasive disease prediction
• 4. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 5. ai powered chatbot for smart laptop smartphone recommendations
• 6. brain tumour detection and classification with various state analysis using deep learning algorithm
• 7. ensemble of pneumonia detection using machin learning
• 8. missing people identification system using face recognition and deep learning
• 9. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 10. plant leaf disease detection using flask ai powered web applications

Data Mining:-

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

Cloud Computing:-

• 1. microservice-based banking application spring boot reactjs mysql cloud project
• 2. cloud based e-learing portal cloud computing java project
• 3. cloud-enabled complaint tracker cloud computing java project
• 4. developing an online banking application with spring boot reactjs and mysql
• 5. data leakage detection system using alteration-based tracking java project
• 6. news aggregator using cloud api cloud computing java project
• 7. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 8. cloud based expense tracker system
• 9. voice command app with cloud functions cloud computing java project
• 10. tour recommender app using cloud resource sharing cloud computing java project

VLSI Projects:-

• 1. test product for meta review

MERN Projects:-

• 1. online examination system with proctoring
• 2. e-commerce web application based on mern software
• 3. exercise tracker web application using the mern stack
• 4. fruit shop web application using the mern stack
• 5. course-selling web application using the mern stack
• 6. instagram clone web application using the mern stack
• 7. support desk web application using the mern stack
• 8. online employee booking system for building construction
• 9. facebook clone web application using the mern stack
• 10. mern stack chat appilication with translation

Android Projects:-

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

Blockchain Projects:-

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

Mini Projects:-

• 1. blood bank management system
• 2. multimodal biometric system based on human signature and palm image
• 3. covid-19 detection using transfer learning
• 4. real time object detection for adas autonomous driving assistance system
• 5. artistic image creation using neural style transfer with gan approach
• 6. flight booking system java html css javascript mysql java project
• 7. ai powered cybersecurity visualization global threats and defense strategies
• 8. erythrocyte classification using machine learning algorithm
• 9. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 10. brain tumor detection using eeg wave patterns

BCA Projects:-

• 1. aerial surveillance using satellite images using machine learning
• 2. speed read technique using nlp
• 3. filtering abusive text by using machine learning
• 4. online survey system java mysql java project
• 5. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 6. automated left atrial segmentation from magnetic resonance image sequences
• 7. depression detection from social network data using machine learning techniques
• 8. plant leaf disease detection using flask ai powered web applications
• 9. ai powered air quality index tracker with python flask and machine learning
• 10. artistic image creation using neural style transfer with gan approach

MCA Projects:-

• 1. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 2. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 3. a fast and effective vision enhancement method for single foggy image
• 4. automated attendance system using facial recognition
• 5. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 6. fake product identification system
• 7. weather forecating system java jsp mysql java project
• 8. retinal blood vessel segmentation using convolutional neural networks and image processing
• 9. child vaccination management system flask web application
• 10. robust voice recognition system for identifying original and duplicate voice sampl

Big Data Projects:-

AI-Enabled Embedded IoT Projects:-

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

Free Final Year Projects :-