Machine Learning Project Ideas for Final Year Students in Trichy

Popular Projects

Python Projects

• 1. voice-to-sql query generator using nlp for effortless database interaction
• 2. hospital management system
• 3. employee leave management system
• 4. crop recommendation
• 5. ai powered acoustic event detection for crop protection using bird sound recognition
• 6. vision-based fire & smoke detection system using deep learning for real-time safety monitoring
• 7. predict your dating app match outcomes with ai accuracy
• 8. rainfall prediction using machine learning
• 9. e-commerce recommendation engine using machine learning for personalized product suggestions
• 10. graphology-based personality assessment using random forest and cnn with hybrid feature fusion

Web Application

• 1. intelligent web app for detecting hate speech using machine learning and nlp
• 2. smart farming system using machine learning and computer vision
• 3. ai powered cybersecurity visualization global threats and defense strategies
• 4. intelligent health status classification using iot and ai
• 5. online exam system secure easy web-based testing platform
• 6. django e commerce eshop applications
• 7. intelligent vehicle damage assessment and cost estimator for insurance using flask web application
• 8. english to hindi conversation using machine learning and flask web application
• 9. automated attendance system using facial recognition
• 10. facebook clone web application using the mern stack

Machine Learning

• 1. machine learning based anomaly detection for enhanced cloud security
• 2. the use of vocal biomarkers from research to clinical practice
• 3. ai-powered cybersecurity using python ml and dl to tackle global threats
• 4. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 5. ai based realtime disaster management system
• 6. ai powered animal detection and alert system for smart agriculture engineering project makers in bangalore for final year
• 7. virtual bank assistance using artificial intelligent with voice bot for better banking
• 8. ai-based pneumonia detection using d4 equivariant vision transformer with explainable ai
• 9. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture
• 10. real time video captioning using deep learning

Embedded Projects

• 1. health monitoring system using lora
• 2. ai-based loose screw detection in truck assembly line for quality control
• 3. smart portable soil tester for agriculture with real-time analysis
• 4. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 5. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 6. hand gesture recognition and voice conversation
• 7. alcohol sensing alert with engine locking system
• 8. smart drought detection system using satellite data and real-time ai weather analysis
• 9. iot-based transformer monitoring system using esp32 microcontroller
• 10. ai based real time forest fire monitoring with yolov8 and bm688 on raspberry pi

IoT Projects

• 1. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 2. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 3. precision agriculture an iot and machine learning approach for smart crop monitoring and prediction
• 4. soil monitoring system for real-time moisture level and mineral content detection
• 5. wireless ev road for vehicle charging system using dynamic wireless power transfer
• 6. ev vehicle wireless charging system using arduino
• 7. a blockchain-powered secure framework for organic agriculture
• 8. air quality monitoring robot
• 9. iot based motor speed control in rpm
• 10. smart agriculture crop monitoring system using stm32

Raspberry Pi Projects

• 1. real-time plant irrigation, disease, and animal detection
• 2. eyeball movement based computer cursor control using raspberry pi and opencv
• 3. ai-based obstacle avoidance robot using raspberry pi and machine learning
• 4. raspberry pi based secure door lock system using keypad and lcd display
• 5. fire fighting robot using image processing
• 6. ai powered smart helmet with eye tracking and automated emergency services
• 7. ai-based fall detection system for elderly care and safety
• 8. ai-powered visual monitoring system for cattle health and wealth management
• 9. smart car surveillance & safety monitoring system using raspberry pi
• 10. ai based smart health monitoring, sleep analysis fall detection system

Java Projects

• 1. supply chain management system java swing mysql java project
• 2. retail customer segmentation with cloud computing colud computing java project
• 3. online examination system
• 4. enterprise payroll management system in java jsp mysql
• 5. online food ordering system java react js mysql java project
• 6. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 7. restaurant management system java swing mysql java project
• 8. cloud based expense tracker system
• 9. real-time sports score board cloud computing java project
• 10. automated attendance system using facial recognition

Electrical Projects

• 1. sliding mode controlled dual active bridge dc-dc converter – design & simulation
• 2. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 3. bidirectional converter with dc motor drive for ev | regenerative braking simulation
• 4. wireless electric vehicle charging system using solar
• 5. simulation of pv_wind_bess hybrid systems for dc microgrids modeling and optimization best power electronics and power system projects and projects ideas
• 6. ssc mitigation in dfig wind farm using repetitive-pi & bess
• 7. a single-phase boost pfc based on-board ev charger
• 8. design and simulation of 15 level cascaded h bridge inverter using svpwm technique best place for electrical projects institute
• 9. design and control of single stage ac-dc buck converter for drive applications
• 10. pwm dc dc buck converter using nonlinear control technique best electrical projects

Image Processing

• 1. ai exam proctor system using computer vision and deep learning
• 2. ai powered autism detection using facial expression and eye tracking
• 3. graphology-based personality assessment using random forest and cnn with hybrid feature fusion
• 4. improved slm for papr reduction in ofdm system
• 5. ai based image diagnosis of thyroid disorders final year engineering projects
• 6. the use of vocal biomarkers from research to clinical practice
• 7. smart surveillance and alert system for weapon detection
• 8. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 9. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism
• 10. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis

AI Projects

• 1. multimodal industrial predictive maintenance using hybrid deep learning & llm-based explainable ai
• 2. iot-based real-time accident detection and monitoring system using machine learning
• 3. drugged eye detection using image processing deep learning
• 4. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 5. real-time iot-based pipeline leak detection and monitoring system
• 6. crop disease prediction using ai
• 7. smart surveillance and alert system for weapon detection
• 8. online exam system secure easy web-based testing platform
• 9. federated learning-based medical image classification with secure model aggregation
• 10. ai powered air quality index tracker with python flask and machine learning

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. file sharing system with google drive api cloud computing java project
• 3. microservice-based banking application spring boot reactjs mysql cloud 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. voice command app with cloud functions cloud computing java project
• 7. attendance tracker system java mysql java project
• 8. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 9. realtime voting platform java mysql cloud project
• 10. voice command app with cloud functions cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. facebook clone web application using the mern stack
• 2. event management system web application using mern stack
• 3. music player web application using mern stack
• 4. task manager web application using mern stack
• 5. mern stack chat appilication with translation
• 6. instagram clone web application using the mern stack
• 7. hospital management system web application using mern stack
• 8. exercise tracker web application using the mern stack
• 9. e-commerce web application based on mern software
• 10. support desk web application using the mern stack

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. fetal abnormalities detection from ultrasound images using deep learning
• 2. ensemble technique for brain tumor patient survival prediction
• 3. an enhancement in security and copyright protection technique used for digital still image
• 4. online examination system using php my sql
• 5. lung tumor detection using machine learning
• 6. heart disease prediction using retinal images
• 7. detection of cyber bullying on social media using machine learning
• 8. real time object detection for adas autonomous driving assistance system
• 9. online quiz system
• 10. intelligent vehicle damage assessment and cost estimator insurance

BCA Projects

• 1. key generation for zero steganography using dna sequences
• 2. early parkinson detection using machine learning ai based diagnosis
• 3. automated attendance system using facial recognition
• 4. online job portal
• 5. django e commerce eshop applications
• 6. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 7. automated attendance system using facial recognition
• 8. ai driven crop recommendation based on real time environmental data
• 9. tulsi leaf disease detection
• 10. face mask detection for covid-19 using machine learning

MCA Projects

• 1. virtual bank assistance using artificial intelligent with voice bot for better banking
• 2. monetary loan eligibility prediction using machine
• 3. aerial surveillance using satellite images using machine learning
• 4. hospital management system web application using mern stack
• 5. prediction of underwater surface target through using machine learning
• 6. music player web application using mern stack
• 7. filtering abusive text by using machine learning
• 8. virtual health assist ai powered symptom checker and healthcare assistant final year engineering projects in bangalore
• 9. insect pest image detection and recognition based on deep learning algorithm
• 10. online quiz system

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects