Best Mini Projects for Embedded System in Lucknow – 2025

Popular Projects

Python Projects

• 1. calorie burn prediction analysis using machine learning project
• 2. ai based image diagnosis of thyroid disorders final year engineering projects
• 3. real-time leaf disease detection using yolov5 and esp32-cam for smart agriculture
• 4. blockchain-based e-voting system using flask and python
• 5. employee leave management system
• 6. smart parking system with real-time booking application
• 7. smart surveillance and alert system for weapon detection
• 8. real time bangalore traffic monitoring with ai technology
• 9. ai-based rare genetic disorder detection and consanguinity risk prediction using machine learning
• 10. road semantic segmentation in autonomous cars using layer-wise training

Web Application

• 1. music player web application using mern stack
• 2. ai-based brain tumor detection and segmentation using residual u-net from mri scans
• 3. alzheimer disease detection
• 4. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 5. sportskart online sports equipment store management system using flask
• 6. chat application in php using my sql
• 7. ride sharing application java spring boot react js mysql java project
• 8. child vaccination management system flask web application
• 9. missing people identification system using face recognition and deep learning
• 10. urban traffic prediction using lightweight recurrent neural networks for smart cities

Machine Learning

• 1. classification of soil images using convolution neural networks
• 2. secure electronic voting using blockchain
• 3. credit card fraud detection using machine learning
• 4. spam detection using machine learning algorithm
• 5. deep learning approach for human stress detection using haar cascade
• 6. eyeball movement based computer cursor control using raspberry pi and opencv
• 7. erythrocyte classification using machine learning algorithm
• 8. real time video captioning using deep learning
• 9. real-time stress detection system using iot and machine learning
• 10. machine learning–based system for assessing maternal health risks and supporting pregnancy care

Embedded Projects

• 1. iot-based crop disease & risk prediction system using hybrid deep learning for smart agriculture
• 2. human following robot
• 3. automatic toll gate using arduino uno
• 4. smart drought detection system using satellite data and real-time ai weather analysis
• 5. peer to peer energy trading system
• 6. medical patient monitoring system with real-time web dashboard with ml
• 7. voice and wifi controlled smart robotic chair with safety monitoring system | iot based smart wheelchair project
• 8. smart agricultural robot with iot-based automation for efficient farming
• 9. iot-based smart safety headgear for real-time environmental monitoring and industrial worker protection
• 10. accident detector with automatic emergency messaging to nearby ambulances with web dashboard with gsm

IoT Projects

• 1. smart flood detection and alert system using ml and handheld devices
• 2. iot based bike accident detection system with helmet safety and real time alerts
• 3. automatic vehicle speed limiter for express highways using smart control systems
• 4. water quality monitoring system based on iot and android app
• 5. iot based borewell rescue mechanism with real time monitoring using esp32
• 6. smart agricultural robot with iot-based automation for efficient farming
• 7. iot based smart army uniform
• 8. smart bin for smart city using iot and android app
• 9. iot based smart helmet
• 10. smart agriculture robot with iot-based automation for efficient farming

Raspberry Pi Projects

• 1. deep learning based crop detection and weed plucking system
• 2. offline voice assistant using raspberry pi
• 3. iot based android app-controlled home automation using raspberry pi
• 4. self driving rc car using raspberry pi
• 5. swarm robots
• 6. railway track error detection robot using gps technology
• 7. real time animal detection
• 8. smart environment monitoring system using raspberry pi with real-time whatsapp alerts
• 9. iot-based intelligent air quality monitoring system using machine learning smart pollution detection
• 10. computational intelligence techniques for estimation of electricity energy consumption and performance analysis

Java Projects

• 1. email spam deduction system using java
• 2. travel ease you all in one transportation booking companion application
• 3. encrypted cloud storage system using aes-gcm
• 4. cloud based expense tracker system
• 5. car showroom management system
• 6. cloud based e-learing portal cloud computing java project
• 7. data visualization system java swing mysql java project
• 8. detecting mobile malicious webpages in real time
• 9. complete blood bank management system java spring boot react mysql
• 10. automated attendance system using facial recognition

Electrical Projects

• 1. anfis controlled buck converter for dc drive applications | design, simulation & performance analysis
• 2. design and control of single stage ac-dc buck converter for drive applications
• 3. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 4. single-phase hybrid cascaded h-bridge and flying capacitor multilevel inverter with capacitor voltage balancing
• 5. single phase single-switch vienna rectifier for pfc battery charging applications electrical projects
• 6. design and implementation of a single-phase 15-level inverter with reduced components
• 7. a bridgeless modified boost converter to improve power factor in ev battery charging applications
• 8. sliding mode controlled dual active bridge dc-dc converter – design & simulation
• 9. wireless energy transfer on road for electrical vehicles
• 10. a protection method for multi-terminal hvdc system based on fuzzy approach

Image Processing

• 1. face mask detection for covid-19 using machine learning
• 2. the use of vocal biomarkers from research to clinical practice
• 3. bone tumor detection using image processing ai tools
• 4. ensemble technique for brain tumor patient survival prediction
• 5. ai powered breast cancer detection
• 6. real time music player control using hand gesture recognition with deep learning algorithm
• 7. ai-driven automated interview and performance evaluation system using machine learning and speech processing
• 8. an automated system to limit covid-19 using facial mask detection and cnn
• 9. brain tumor detection using eeg wave patterns
• 10. eye movement controlled cursor using opencv a hands free mouse solution best project centre in bangalore

AI Projects

• 1. lung disease prediction using multimodal deep learning | transformer-based medical diagnosis system
• 2. real time mock interview evaluation using facial expressions with cnn
• 3. a data-driven automobile recommendation platform using machine learning and multi-objective decision analysis
• 4. development of image processing algorithm for estimation of water volume based on external image features of tender coconut
• 5. smart farming system using machine learning and computer vision
• 6. a fast and effective vision enhancement method for single foggy image
• 7. ai powered breast cancer detection
• 8. enhancing customer retention in the telecom industry with machine learning driven churn prediction
• 9. kidney stone detection and stone analysis using image processing and deep learning
• 10. handloom design generation using generative networks

Data Mining

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

Cloud Computing

• 1. cloud-enabled complaint tracker cloud computing java project
• 2. realtime voting platform java mysql cloud project
• 3. real-time sports score board cloud computing java project
• 4. cloud based expense tracker system
• 5. voice command app with cloud functions cloud computing java project
• 6. news aggregator using cloud api cloud computing java project
• 7. encrypted cloud storage system using aes-gcm
• 8. file sharing system with google drive api cloud computing java project
• 9. email spam deduction system using java
• 10. cloud based e-learing portal cloud computing java project

VLSI Projects

• 1. test product for meta review

MERN Projects

• 1. twitter clone using mern stack web application
• 2. hospital management system web application using mern stack
• 3. course-selling web application using the mern stack
• 4. mern stack chat appilication with translation
• 5. event management system web application using mern stack
• 6. support desk web application using the mern stack
• 7. instagram clone web application using the mern stack
• 8. fruit shop web application using the mern stack
• 9. online employee booking system for building construction
• 10. e-commerce web application based on mern software

Android Projects

• 1. automated attendance system using facial recognition
• 2. speech to text and text to speech android app
• 3. online movie streaming app
• 4. gym workout maintenance app
• 5. automated attendance system using facial recognition
• 6. covid19 stat app using android app
• 7. android quiz app
• 8. bluetooth messenger chat 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. microservice-based banking application spring boot reactjs mysql cloud project
• 4. attendance tracker system java mysql java project
• 5. a blockchain-powered secure framework for organic agriculture
• 6. blockchain-based e-voting system using flask and python

Mini Projects

• 1. real time weather prediction system accurate and instant forecasts best project centre in bangalore
• 2. ai-powered detection of vitamin deficiencies through convolutional neural networks
• 3. depression risk management system using machine learning with flask web applications
• 4. ecommerce website
• 5. object detection and tracking using kalman filter
• 6. calorie burn prediction analysis using machine learning project
• 7. home service management system
• 8. breast cancer detection and classification using convolution neural networks
• 9. mosaic secret-fragment-visible data hiding for secure image transmission based on two-step energy matching
• 10. rubber leaf disease recognition based on improved deep convolutional neural networks with a cross-scale attention mechanism

BCA Projects

• 1. prediction of underwater surface target through using machine learning
• 2. online fresh grocery order system using python flask framework with mysql
• 3. restaurant management system java swing mysql java project
• 4. fruit shop web application using the mern stack
• 5. implementation of recognition model for ancient kannada epigraphs using image processing
• 6. kidney stone detection and stone analysis using image processing and deep learning
• 7. multimodal approach for identification of a person in surveillance camera using ai approach
• 8. car showroom management system
• 9. real time battery health and charge monitoring system using machine learning
• 10. heart disease prediction using retinal images

MCA Projects

• 1. car sales prediction using machine learning algorithm
• 2. rose plant disease prediction using convolution neural network algorithm
• 3. eye cataract detection using digital image processing
• 4. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 5. improved slm for papr reduction in ofdm system
• 6. osteoporosis detection and classification using deep learning algorithm
• 7. ai powered autism detection using facial expression and eye tracking
• 8. developing an online banking application with spring boot reactjs and mysql
• 9. key generation for zero steganography using dna sequences
• 10. support desk web application using the mern stack

Big Data Projects

AI-Enabled Embedded IoT Projects

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

Free Final Year Projects