Top Machine Learning Project Ideas for Coimbatore students

Popular Projects

Python Projects

• 1. automated attendance system using facial recognition
• 2. secure image steganography with captcha authentication for hidden text protection
• 3. real time battery health and charge monitoring system using machine learning
• 4. lung tumor detection using machine learning
• 5. inventory management system
• 6. an ensemble neural network approach to forecast dengue outbreak based on climatic conditions
• 7. diabetes prediction using machine learning
• 8. intelligent web app for detecting hate speech using machine learning and nlp
• 9. automated machine learning (automl) training pipeline for intelligent model selection and deployment
• 10. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron

Web Application

• 1. electricity billing system java swing mysql java project
• 2. e-commerce recommendation engine using machine learning for personalized product suggestions
• 3. smart canteen solutions automating food services with iot & ai
• 4. course-selling web application using the mern stack
• 5. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 6. smart surveillance and alert system for weapon detection
• 7. real time color detection system using python and opencv
• 8. online fuel delivery system
• 9. daily expense tracker system
• 10. ai exam proctor system using computer vision and deep learning

Machine Learning

• 1. automated classification of cervical cancer using machine learning techniques
• 2. key generation for zero steganography using dna sequences
• 3. human machine collaboration for improved brain computer interface
• 4. monetary loan eligibility prediction using machine
• 5. build an rfid powered inventory system python flask ml integration
• 6. federated learning-based medical image classification with secure model aggregation
• 7. operator fatigue detection system using yolov8 and mediapipe | real-time operator state monitoring
• 8. ai-based cosmetic recommendation system based on skin conditions
• 9. ai-driven deep learning approach for diagnosing diabetic retinopathy
• 10. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture

Embedded Projects

• 1. arduino based automatic hole punch device using servo motor
• 2. load management for household appliances using smart energy monitoring system
• 3. peer to peer energy trading system
• 4. human following robot using arduino and ultrasonic sensors with free source code
• 5. iot-based dog tracking system using gps and real-time location monitoring
• 6. eeg based brain controlled wheelchair for physically challenging person
• 7. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 8. health monitoring system using lora
• 9. obstacle avoiding robot car using arduino
• 10. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning

IoT Projects

• 1. driverless metro train to suttle between station
• 2. iot based manhole detection and monitoring system using stm32
• 3. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 4. voice controlled robot using bluetooth and android smartphone
• 5. smart agriculture robot with iot-based automation for efficient farming
• 6. temperature-based fan speed control using arduino
• 7. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi
• 8. automatic vehicle speed limiter for express highways using smart control systems
• 9. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 10. medical patient monitoring system with real-time web dashboard with ml

Raspberry Pi Projects

• 1. women safety and health monitoring device using iot
• 2. raspberry pi based plant disease prediction system using image processing techniques
• 3. smart environment monitoring system using raspberry pi with real-time whatsapp alerts
• 4. smart iot leaf disease detection robot with automated pesticide prediction
• 5. smart ai blind stick using raspberry pi and object recognition with voice feedback
• 6. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 7. smart crop monitoring system using machine learning and android application
• 8. ai-based weather forecasting system using raspberry pi and machine learning
• 9. raspberry pi based secure door lock system using rfid and lcd display
• 10. smart classroom automation and attendance monitoring system using raspberry pi

Java Projects

• 1. email spam deduction system using java
• 2. online survey system java mysql java project
• 3. ride sharing application java spring boot react js mysql java project
• 4. tour recommender app using cloud resource sharing cloud computing java project
• 5. developing an online banking application with spring boot reactjs and mysql
• 6. cloud based expense tracker system
• 7. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 8. complete blood bank management system java spring boot react mysql
• 9. supply chain management system java swing mysql java project
• 10. online payment fraud detection

Electrical Projects

• 1. a capacitive bridge-type superconducting fault current limiter to improve the transient performance of dfig/pv/sg-based hybrid power system
• 2. design and simulation of a nine-level multilevel inverter using nearest level control technique | matlab simulink
• 3. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 4. top-down mixed-signal design methodology with analog hdl and mixed-signal simulator power system projects mtech
• 5. design and implementation of boost converter for efficient power electronics
• 6. anfis controlled buck converter for dc drive applications | design, simulation & performance analysis
• 7. multi level inverter of 7 level using matlab simulink
• 8. design and analysis of fuzzy logic controlled boost converter for efficient power management power system projects
• 9. inductive coupling based wireless power transmission
• 10. fuzzy logic controlled interleaved boost converter for efficient battery charging | matlab simulation

Image Processing

• 1. intelligent transportation system using face eyes and object detection with ai
• 2. advanced traffic sign detection system with artificial intelligence
• 3. false-positive-free gsvd-based image watermarking for copyright protection
• 4. braille to text and voice conversion using convolutional neural network
• 5. object detection and tracking using kalman filter
• 6. real-time facial emotion detection using cnn and deep learning
• 7. face recognition attendance system with opencv ai-based attendance tracker
• 8. ai-based garbage detection using yolo object detection for smart waste management
• 9. heart disease prediction using retinal images
• 10. ai powered autism detection using facial expression and eye tracking

AI Projects

• 1. real time food calories estimation in fruit and vegetables using yolo model
• 2. ai-based multi-sensor object tracking system for high accuracy and reliability
• 3. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 4. smart attendance management system
• 5. predict your dating app match outcomes with ai accuracy
• 6. alzheimer disease detection
• 7. ai powered real time crime detection deep learning surveillance solutions
• 8. on-screen monitoring system using federated learning and machine learning
• 9. real-time facial emotion detection using cnn and deep learning
• 10. missing people identification system using face recognition and deep learning

Data Mining

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

Cloud Computing

• 1. encrypted cloud storage system using aes-gcm
• 2. realtime voting platform java mysql cloud project
• 3. data leakage detection system using alteration-based tracking java project
• 4. developing an online banking application with spring boot reactjs and mysql
• 5. attendance tracker system java mysql java project
• 6. complete blood bank management system java spring boot react mysql
• 7. news aggregator using cloud api cloud computing java project
• 8. file sharing system with google drive api cloud computing java project
• 9. voice command app with cloud functions cloud computing java project
• 10. spring boot-based hospital management system for efficient healthcare operations

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. hospital management system web application using mern stack
• 2. fruit shop web application using the mern stack
• 3. music player web application using mern stack
• 4. facebook clone web application using the mern stack
• 5. instagram clone web application using the mern stack
• 6. event management system web application using mern stack
• 7. support desk web application using the mern stack
• 8. online employee booking system for building construction
• 9. task manager web application using mern stack
• 10. mern stack chat appilication with translation

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. classification and counting of mycobacterium tuberculosis from sputum microscopic image using fuzzy logic
• 2. filtering abusive text by using machine learning
• 3. brain tumour detection and classification with various state analysis using deep learning algorithm
• 4. crop recommendation using machine learning algorithms with flask web applications
• 5. restaurant management system java swing mysql java project
• 6. ai powered autism detection using facial expression and eye tracking
• 7. automated left atrial segmentation from magnetic resonance image sequences
• 8. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 9. rainfall prediction using machine learning
• 10. detecting and mitigating clinical errors in electronic health records using deep learning

BCA Projects

• 1. aerial surveillance using satellite images using machine learning
• 2. inventory management system html java mysql
• 3. predict your dating app match outcomes with ai accuracy
• 4. chat application in php using my sql
• 5. restaurant management system java swing mysql java project
• 6. facial expression recognition using deep learning
• 7. ai powered cybersecurity visualization global threats and defense strategies
• 8. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 9. inventory management system html java mysql
• 10. the use of vocal biomarkers from research to clinical practice

MCA Projects

• 1. vitamin deficiency detection using image processing and convolution neural network
• 2. automated attendance system using facial recognition
• 3. multi-class classification of alzheimer's disease using 3dcnn features and multilayer perceptron
• 4. django polling system
• 5. home service management system
• 6. road semantic segmentation in autonomous cars using layer-wise training
• 7. stress detection based on eeg signal
• 8. secure electronic voting using blockchain
• 9. kidney stone detection and stone analysis using image processing and deep learning
• 10. skin prick test wheal detection in 3d image via convolutional neural network

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects