Best Final Year Mini Projects in Pune: Innovative & Industry-Ready Ideas for Engineering Students

Popular Projects

Python Projects

• 1. smart farming system using machine learning and computer vision
• 2. bone tumour detection system
• 3. harnessing deep learning for accurate plant leaf disease detection and management a revolutionary approach in precision agriculture
• 4. financial fraud detection with machine learning advanced ai for risk prevention
• 5. bmnet deepfake detection model with bilstm and multi head attention
• 6. youtube trend prediction system using machine learning classification
• 7. real-time iot-based pipeline leak detection and monitoring system
• 8. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 9. human machine collaboration for improved brain computer interface
• 10. home service management system

Web Application

• 1. yoga pose and human activity recognition system
• 2. online examination system with proctoring
• 3. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 4. voice-to-sql query generator using nlp for effortless database interaction
• 5. youtube trend prediction system using machine learning classification
• 6. urban traffic prediction using lightweight recurrent neural networks for smart cities
• 7. deep learning model for low light image enhancement for pre processing
• 8. attendance management system java swing mysql java project
• 9. restaurant management system java swing mysql java project
• 10. exercise tracker web application using the mern stack

Machine Learning

• 1. spam email detection using machine learning | ai based email spam filter project
• 2. the use of vocal biomarkers from research to clinical practice
• 3. power consumption monitoring and prediction system using machine learning and flask
• 4. a hybrid machine learning model for credit transaction fraud detection using advanced data analytics
• 5. intelligent vehicle damage assessment and cost estimator insurance
• 6. ai-based garbage detection using yolo object detection for smart waste management
• 7. automated left atrial segmentation from magnetic resonance image sequences
• 8. event detection system using machine learning
• 9. key generation for zero steganography using dna sequences
• 10. detecting and mitigating clinical errors in electronic health records using deep learning

Embedded Projects

• 1. smart parking system with real-time booking application
• 2. wearable smart shoe technology for health and fitness monitoring with bluetooth android app
• 3. automatic remote patient monitoring system
• 4. diy ventilator using arduino
• 5. health monitoring system using lora
• 6. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 7. an intelligent vending machine style automated bartender for personalized cocktails
• 8. arduino microcontroller based gyroscope remote control car
• 9. load management for household appliances using smart energy monitoring system
• 10. geofencing-enabled v2i system for smart emergency vehicle traffic management

IoT Projects

• 1. automatic vehicle speed limiter for express highways using smart control systems
• 2. iot based food dispenser
• 3. smart irrigation system using esp32 and iot for automated soil moisture monitoring and water management
• 4. iot-based app-controlled robot
• 5. temperature-based fan speed control using arduino
• 6. iot based smart army uniform
• 7. a blockchain-powered secure framework for organic agriculture
• 8. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 9. air quality monitoring robot
• 10. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection

Raspberry Pi Projects

• 1. ai based smart health monitoring, sleep analysis fall detection system
• 2. fire fighting robot using image processing
• 3. ai powered automatic pothole detection and filling system for smart road maintenance
• 4. raspberry pi based plant disease prediction system using image processing techniques
• 5. iot-based intelligent air quality monitoring system using machine learning smart pollution detection
• 6. gesture based communication system for mute and deaf people using raspberry pi and flex sensors
• 7. ai-based driver safety monitoring system using raspberry pi
• 8. ai-based fall detection system for elderly care and safety
• 9. deep learning based weed detection and plucking
• 10. deep learning based chronic kidney disease detection using iris imaging

Java Projects

• 1. fake product identification system
• 2. detecting mobile malicious webpages in real time
• 3. voice command app with cloud functions cloud computing java project
• 4. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 5. online train ticket booking system java jsp mysql java project
• 6. automated attendance system using facial recognition
• 7. complete blood bank management system java spring boot react mysql
• 8. ride sharing application java spring boot react js mysql java project
• 9. car showroom management system
• 10. automated attendance system using facial recognition

Electrical Projects

• 1. real time battery health and charge monitoring system using machine learning
• 2. power management of hev with hybrid energy storage
• 3. high gain boost converter with pid control for dc microgrids | design, analysis & simulation
• 4. pwm dc dc buck converter using nonlinear control technique best electrical projects
• 5. design and analysis of fuzzy logic controlled boost converter for efficient power management power system projects
• 6. design and simulation of pv powered bidirectional four port converter with battery energy storage system
• 7. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 8. analysis and design of high gain switched capacitor z-source converter
• 9. single-phase boost pfc based on-board ev charger project
• 10. improved high step-up boost-based dc/dc converter with built-in transformer and active clamp for dc microgrids

Image Processing

• 1. secured communication of text and audio using image steganography
• 2. key generation for zero steganography using dna sequences
• 3. classification of soil images using convolution neural networks
• 4. false-positive-free gsvd-based image watermarking for copyright protection
• 5. cnn autoencoder for image compression and reconstruction of remote satellite images/ radar images
• 6. smart vitals for non-invasive disease prediction
• 7. early detection system for foot ulceration in diabetic patients using deep learning
• 8. gan-based image super-resolution with a novel quality loss
• 9. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 10. implementation of recognition model for ancient kannada epigraphs using image processing

AI Projects

• 1. ai-based smart document summarizer and translator
• 2. ai enabled water well predictor using deep learning final year engineering projects
• 3. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 4. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 5. sportskart online sports equipment store management system using flask
• 6. hindi handwritten character recognition system using deep learning and ocr
• 7. voice emotion detection system using hubert deep learning model
• 8. ai based stress level prediction for it employees using machine learning final year projects
• 9. insect pest image detection and recognition based on deep learning algorithm
• 10. breast cancer detection using machine learning and medical imaging

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. cloud based expense tracker system
• 3. data leakage detection system using alteration-based tracking java project
• 4. network monitoring system java project
• 5. real-time sports score board cloud computing java project
• 6. voice command app with cloud functions cloud computing java project
• 7. complete blood bank management system java spring boot react mysql
• 8. email spam deduction system using java
• 9. spring boot-based hospital management system for efficient healthcare operations
• 10. attendance tracker system java mysql java project

VLSI Projects

• 1. test product for meta review

MERN Projects

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

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. mango leaf disease identification & classification using ai
• 2. braille to text and voice conversion using convolutional neural network
• 3. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 4. ai powered autism detection using facial expression and eye tracking
• 5. secure electronic voting using blockchain
• 6. employee leave management system
• 7. blockchain-based e-voting system using flask and python
• 8. blood bank management system
• 9. improved slm for papr reduction in ofdm system
• 10. vehicle service management system

BCA Projects

• 1. directory management system
• 2. child vaccination management system flask web application
• 3. real time object detection for adas autonomous driving assistance system
• 4. ensemble of pneumonia detection using machin learning
• 5. ai driven crop recommendation based on real time environmental data
• 6. multimodal approach for identification of a person in surveillance camera using ai approach
• 7. iris detection for eye disease using machine learning and flask web application
• 8. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 9. human identification from brain eeg signals using advanced machine learning method
• 10. south indian sign language detection using hand gesture recognition

MCA Projects

• 1. depression risk management system using machine learning with flask web applications
• 2. monetary loan eligibility prediction using machine
• 3. brain tumor detection using eeg wave patterns
• 4. employee leave management system
• 5. hospital management system
• 6. hand gesture detection for multi language recognition using convolutional neural network
• 7. django polling system
• 8. vitamin deficiency detection using image processing and convolution neural network
• 9. an automated system to limit covid-19 using facial mask detection and cnn
• 10. content based image retrieval using convolutional neural network

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects