Machine Learning Project Ideas for Final Year Students in Kolar

Popular Projects

Python Projects

• 1. spam detection using machine learning algorithm
• 2. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 3. classification of soil images using convolution neural networks
• 4. filtering abusive text by using machine learning
• 5. secure image steganography with captcha authentication for hidden text protection
• 6. ai exam proctor system using computer vision and deep learning
• 7. early detection system for foot ulceration in diabetic patients using deep learning
• 8. advanced health monitoring system for real time patient tracking
• 9. real time battery health and charge monitoring system using machine learning
• 10. bitcoin price prediction using lstm and multioutput regression models with flask

Web Application

• 1. suspicious activity and weapon detection system using ai & deep learning
• 2. english to hindi conversation using machine learning and flask web application
• 3. smart canteen solutions automating food services with iot & ai
• 4. employee management system using php javascript project
• 5. ai chat bot for college departments
• 6. ai-powered mental health support system
• 7. employee leave management system
• 8. ai-based personal finance manager
• 9. complete blood bank management system java spring boot react mysql
• 10. news aggregator using cloud api cloud computing java project

Machine Learning

• 1. ai-based personal finance manager
• 2. deep learning approach for human stress detection using haar cascade
• 3. depression detection using federated learning and machine learning models
• 4. ai-powered mental health support system
• 5. ai-based garbage detection using yolo object detection for smart waste management
• 6. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 7. ai-based social media sentiment analysis using machine learning
• 8. youtube trend prediction system using machine learning classification
• 9. virtual bank assistance using artificial intelligent with voice bot for better banking
• 10. brain tumour detection and classification with various state analysis using deep learning algorithm

Embedded Projects

• 1. alcohol sensing alert with engine locking system
• 2. smart parking system with real-time booking application
• 3. hand gesture recognition and voice conversation
• 4. water quality monitoring system using iot for real-time smart water management
• 5. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 6. automatic street light control
• 7. real time vital sign monitoring using ai enabled wearables
• 8. arduino based automatic hole punch device using servo motor
• 9. a lora-based wireless soil monitoring system data communication and sensor performance analysis
• 10. ai-based loose screw detection in truck assembly line for quality control

IoT Projects

• 1. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 2. ambulance path optimization system and emergency messenger using lora
• 3. automatic braking system using ultrasonic sensor
• 4. real time vital sign monitoring using ai enabled wearables
• 5. fingerprint-based blood group detection system using image processing and machine learning
• 6. smart portable soil tester for agriculture with real-time analysis
• 7. iot based railway track crack detection and alert system
• 8. emg-based brain controlled electric vehicle system
• 9. smart blind stick for visually impaired sensor-based walking aid
• 10. automatic object-sensing smart dustbin touchless waste management

Raspberry Pi Projects

• 1. computational intelligence techniques for estimation of electricity energy consumption and performance analysis
• 2. real-time plant irrigation, disease, and animal detection
• 3. raspberry pi based plant disease prediction system using image processing techniques
• 4. real time animal detection
• 5. ai powered automatic pothole detection and filling system for smart road maintenance
• 6. smart iot leaf disease detection robot with automated pesticide prediction
• 7. offline voice assistant using raspberry pi
• 8. smart car surveillance & safety monitoring system using raspberry pi
• 9. deep learning based weed detection and plucking
• 10. deep learning based crop detection and weed plucking system

Java Projects

• 1. tour recommender app using cloud resource sharing cloud computing java project
• 2. cloud based e-learing portal cloud computing java project
• 3. automated attendance system using facial recognition
• 4. retail customer segmentation with cloud computing colud computing java project
• 5. online examination system
• 6. file sharing system with google drive api cloud computing java project
• 7. restaurant management system java swing mysql java project
• 8. complete blood bank management system java spring boot react mysql
• 9. supermarket billing system java swing mysql java project
• 10. online food ordering system java react js mysql java project

Electrical Projects

• 1. pwm dc dc buck converter using nonlinear control technique best electrical projects
• 2. top-down mixed-signal design methodology with analog hdl and mixed-signal simulator power system projects mtech
• 3. wireless power transmission using inductive coupling based resonant converter | design & analysis
• 4. multi-level dc converter for efficient ac-coupled battery systems with pmsm drive based ev applications
• 5. design of lc-cl compensation method for wireless power transfer
• 6. design of multilevel inverter with asymmetrical voltage sources with reduced number of switches
• 7. flc based pi tuning for direct torque control of three phase induction motor drive
• 8. comparison of wireless power transmission configurations
• 9. a single-phase boost pfc based on-board ev charger
• 10. high voltage gain dc-dc boost converter with transformer and active clamp technology

Image Processing

• 1. improved slm for papr reduction in ofdm system
• 2. early detection system for foot ulceration in diabetic patients using deep learning
• 3. vitamin deficiency detection using image processing and convolution neural network
• 4. fetal abnormalities detection from ultrasound images using deep learning
• 5. deep learning model for low light image enhancement for pre processing
• 6. deep learning based chronic kidney disease detection using iris imaging
• 7. diabetic retinopathy detection using deep learning and medical image analysis
• 8. implementation of recognition model for ancient kannada epigraphs using image processing
• 9. ai based image diagnosis of thyroid disorders final year engineering projects
• 10. accident detection from video surveillance

AI Projects

• 1. ai virtual healthcare chatbot system using deep learning
• 2. road semantic segmentation in autonomous cars using layer-wise training
• 3. hand gesture detection for multi language recognition using convolutional neural network
• 4. smart crop yeild prediction based on environmental parameters
• 5. kidney stone detection and stone analysis using image processing and deep learning
• 6. real time bangalore traffic monitoring with ai technology
• 7. real time music player control using hand gesture recognition with deep learning algorithm
• 8. ai-powered cybersecurity using python ml and dl to tackle global threats
• 9. vision-based fire & smoke detection system using deep learning for real-time safety monitoring
• 10. artistic image creation using neural style transfer with gan algorithm

Data Mining

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

Cloud Computing

• 1. retail customer segmentation with cloud computing colud computing java project
• 2. file sharing system with google drive api cloud computing java project
• 3. realtime voting platform java mysql cloud project
• 4. email spam deduction system using java
• 5. tour recommender app using cloud resource sharing cloud computing java project
• 6. developing an online banking application with spring boot reactjs and mysql
• 7. cloud based expense tracker system
• 8. microservice-based banking application spring boot reactjs mysql cloud project
• 9. network monitoring system java project
• 10. news aggregator using cloud api cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

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

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. fake currency detection using image processing and machine learning
• 2. e-commerce web application based on mern software
• 3. covid-19 detection using transfer learning
• 4. supermarket billing system java swing mysql java project
• 5. gan-based image super-resolution with a novel quality loss
• 6. early detection system for foot ulceration using image processing
• 7. detecting mobile malicious webpages in real time
• 8. ai powered air quality index tracker with python flask and machine learning
• 9. stress detection in it professionals big data using machine learning and flask web application
• 10. heart disease prediction using retinal images

BCA Projects

• 1. artistic image creation using neural style transfer with gan algorithm
• 2. osteoporosis detection and classification using deep learning algorithm
• 3. crop recommendation using machine learning algorithms with flask web applications
• 4. insect pest image detection and recognition based on deep learning algorithm
• 5. real time video captioning using deep learning
• 6. tulsi leaf disease detection
• 7. machine learning techniques for chronic kidney disease risk prediction
• 8. inventory management system html java mysql
• 9. deep learning based chronic kidney disease detection using iris imaging
• 10. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism

MCA Projects

• 1. a fast and effective vision enhancement method for single foggy image
• 2. ensemble technique for brain tumor patient survival prediction
• 3. dynamic routing and load optimization a predictive analytics approach to streamlining logistics
• 4. detection of cyber bullying on social media using machine learning
• 5. english to kannada translation using llm
• 6. detection of cyber bullying on social media using machine learning
• 7. ai-powered cybersecurity using python ml and dl to tackle global threats
• 8. estimation of water volume based on external image features of tender coconut
• 9. speed read technique using nlp
• 10. online crime reporting system

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects