Machine Learning Project Ideas for Final Year Students in Kolar

Popular Projects

Python Projects

• 1. robust voice recognition system for identifying original and duplicate voice sampl
• 2. real-time facial emotion detection using cnn and deep learning
• 3. artistic image creation using neural style transfer with gan algorithm
• 4. ai-based student monitoring system for online examinations using machine learning
• 5. kidney stone detection and stone analysis using image processing and deep learning
• 6. spam detection using machine learning algorithm
• 7. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 8. automated bone tumor analysis using cnn unet
• 9. employee leave management system
• 10. an ai-powered educational tutor web application

Web Application

• 1. detecting mobile malicious webpages in real time
• 2. youtube trend prediction system using machine learning classification
• 3. suspicious activity and weapon detection system using ai & deep learning
• 4. smart canteen solutions automating food services with iot & ai
• 5. utilisation of aerial drone images for monitoring applications
• 6. yoga pose and human activity recognition system
• 7. intelligent web app for detecting hate speech using machine learning and nlp
• 8. credit score prediction and loan analysis system using machine learning
• 9. facebook clone web application using the mern stack
• 10. vision-based fire & smoke detection system using deep learning for real-time safety monitoring

Machine Learning

• 1. automated bone fracture detection using convolutional neural networks
• 2. advanced driver assistance systems
• 3. handloom design generation using generative networks
• 4. college score based university rank prediction using machine learning and flask web application
• 5. braille to text and voice conversion using convolutional neural network
• 6. ai-driven conversational chatbot for laptop and phone recommendations
• 7. automated bone tumor analysis using cnn unet
• 8. real time battery health and charge monitoring system using machine learning
• 9. ensemble of pneumonia detection using machin learning
• 10. deep learning based chronic kidney disease detection using iris imaging

Embedded Projects

• 1. smart city innovation integrated water and energy metering system
• 2. uv sanitizer box
• 3. smart drought detection system using satellite data and real-time ai weather analysis
• 4. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 5. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 6. fire detection by using iot
• 7. smart portable soil tester for agriculture with real-time analysis
• 8. smart agriculture crop monitoring system using stm32
• 9. real time iot air quality monitoring with ml web platform
• 10. smart agricultural robot with iot-based automation for efficient farming

IoT Projects

• 1. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 2. real-time medical patient monitoring system using esp32 and max30105
• 3. ai crop recommendation by using llm with help of chatbot
• 4. a blockchain-powered secure framework for organic agriculture
• 5. smart medication management system for elderly people
• 6. human following robot using arduino and ultrasonic sensors with free source code
• 7. arduino based automatic hole punch device using servo motor
• 8. ev vehicle wireless charging system using arduino
• 9. line follower and obstacle avoiding cleaning robot
• 10. aqi surveillance for smart residences

Raspberry Pi Projects

• 1. smart environment monitoring system using raspberry pi with real-time whatsapp alerts
• 2. ai powered smart helmet with eye tracking and automated emergency services
• 3. license plate recognition system with automatic gate control using raspberry pi
• 4. emotion and stress detection using artificial intelligence
• 5. intelligent loose screw detection using machine learning
• 6. ai-based fall detection system for elderly care and safety
• 7. surveillance robot
• 8. smart classroom automation and attendance monitoring system using raspberry pi
• 9. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 10. smart car surveillance & safety monitoring system using raspberry pi

Java Projects

• 1. employee leave management system
• 2. supermarket billing system java swing mysql java project
• 3. detecting mobile malicious webpages in real time
• 4. detecting mobile malicious webpages in real time
• 5. travel ease you all in one transportation booking companion application
• 6. java based smart hr management system
• 7. automated attendance system using facial recognition
• 8. spring boot-based hospital management system for efficient healthcare operations
• 9. online resume builder java html css javascript java project
• 10. news aggregator using cloud api cloud computing java project

Electrical Projects

• 1. multi-level dc converter for efficient ac-coupled battery systems with pmsm drive based ev applications
• 2. design and implementation of pv based positive output super lift luo converter fed bldc motor
• 3. design and implementation of boost converter for efficient power electronics
• 4. real time battery health and charge monitoring system using machine learning
• 5. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 6. design of voltage mode control for multi-output flyback converter
• 7. analysis and design of high gain switched capacitor z-source converter
• 8. inductive coupling based wireless power transmission
• 9. power management of hev with hybrid energy storage
• 10. direct torque control of induction motor with reduced torque ripple

Image Processing

• 1. real time video captioning using deep learning
• 2. covid-19 detection using transfer learning
• 3. road semantic segmentation in autonomous cars using layer-wise training
• 4. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 5. multimodal biometric system based on human signature and palm image
• 6. difficulty analyses of yoga poses with center of gravity distribution of body area by open pose key points detection
• 7. brain tumour detection and classification with various state analysis using deep learning algorithm
• 8. an automated system to limit covid-19 using facial mask detection and cnn
• 9. ensemble of pneumonia detection using machin learning
• 10. hand gesture recognition and voice conversion system using deep learning

AI Projects

• 1. online exam system secure easy web-based testing platform
• 2. ai-driven dog disease detection system using deep learning
• 3. eeg based health monitoring system for epileptic seizure detection
• 4. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 5. automated classification of cervical cancer using machine learning techniques
• 6. ai-powered agricultural decision support farmlink
• 7. bone tumor detection using image processing ai tools
• 8. smart attendance management system
• 9. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 10. human machine collaboration for improved brain computer interface

Data Mining

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

Cloud Computing

• 1. tour recommender app using cloud resource sharing cloud computing java project
• 2. file sharing system with google drive api cloud computing java project
• 3. email spam deduction system using java
• 4. news aggregator using cloud api cloud computing java project
• 5. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 6. spring boot-based hospital management system for efficient healthcare operations
• 7. network monitoring system java project
• 8. complete blood bank management system java spring boot react mysql
• 9. developing an online banking application with spring boot reactjs and mysql
• 10. cloud-enabled complaint tracker cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. task manager web application using mern stack
• 2. mern stack chat appilication with translation
• 3. online employee booking system for building construction
• 4. facebook clone web application using the mern stack
• 5. twitter clone using mern stack web application
• 6. event management system web application using mern stack
• 7. exercise tracker web application using the mern stack
• 8. online examination system with proctoring
• 9. music player web application using mern stack
• 10. e-commerce web application based on mern software

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. vitamin deficiency detection using image processing and convolution neural network
• 2. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 3. heart disease prediction using retinal images
• 4. supermarket billing system java swing mysql java project
• 5. detecting mobile malicious webpages in real time
• 6. ai based image diagnosis of thyroid disorders final year engineering projects
• 7. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 8. ai-powered cybersecurity using python ml and dl to tackle global threats
• 9. developing an online banking application with spring boot reactjs and mysql
• 10. gan-based image super-resolution with a novel quality loss

BCA Projects

• 1. django e commerce eshop applications
• 2. automated left atrial segmentation from magnetic resonance image sequences
• 3. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore
• 4. real time fish detection and tracking for smart aquarium
• 5. complete blood bank management system java spring boot react mysql
• 6. online examination system
• 7. a fast and effective vision enhancement method for single foggy image
• 8. online fresh grocery order system using python flask framework with mysql
• 9. online train ticket booking system java jsp mysql java project
• 10. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic

MCA Projects

• 1. employee leave management system
• 2. osteoporosis detection and classification using deep learning algorithm
• 3. rainfall prediction using machine learning
• 4. bitcoin price prediction using lstm and multioutput regression models with flask
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. artistic image creation using neural style transfer with gan algorithm
• 7. retinal blood vessel segmentation using convolutional neural networks and image processing
• 8. ensemble technique for brain tumor patient survival prediction
• 9. ai voice chatbot with natural conversation
• 10. brain tumor detection using eeg wave patterns

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. smart drought detection system using satellite data and real-time ai weather analysis
• 2. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 3. fingerprint-based blood group detection system using image processing and machine learning
• 4. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 5. medical patient monitoring system with real-time web dashboard with ml
• 6. smart flood detection and alert system using ml and handheld devices
• 7. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 8. real time vital sign monitoring using ai enabled wearables
• 9. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 10. automatic fault detection and clearing system in electric vehicles

Free Final Year Projects