Top Engineering Projects in Ernakulam

Popular Projects

Python Projects

• 1. deep learning model for low light image enhancement for pre processing
• 2. crop anomaly detection using cnn and camouflage object detection
• 3. vehicle service management system
• 4. automated attendance system using facial recognition
• 5. library management system
• 6. ai conversational assistant using natural language processing (nlp) and deep learning
• 7. machine learning–based system for assessing maternal health risks and supporting pregnancy care
• 8. deep learning-based dementia detection system using medical data
• 9. e-commerce recommendation engine using machine learning for personalized product suggestions
• 10. ai-powered blood pressure state classification system

Web Application

• 1. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 2. chat application in php using my sql
• 3. ride sharing application java spring boot react js mysql java project
• 4. smart email notification system with whatsapp integration using python flask
• 5. cervical cancer detection using dynamic cell morphology augmentation enhanced depth wise dilated cnn
• 6. cloud-enabled complaint tracker cloud computing java project
• 7. real time color detection system using python and opencv
• 8. virtual try-on using python, opencv, mediapipe face mesh and augmented reality | computer vision project
• 9. ai powered system for early detection of heart disease using cnn
• 10. real-time sports score board cloud computing java project

Machine Learning

• 1. car sales prediction using machine learning algorithm
• 2. hybrid multimodal framework for real-time deepfake video and audio detection using deep learning
• 3. ai-powered agricultural decision support farmlink
• 4. real-time stress detection system using iot and machine learning
• 5. early detection system for foot ulceration in diabetic patients using deep learning
• 6. handloom design generation using generative networks
• 7. phishing websites detection using machine learning with flask web application
• 8. identification of mature level and count of nutmeg using color space segmentation algorithm
• 9. robertanet driven cyberbullying detection
• 10. advanced generative modeling for climate change forecasting and impact evaluation

Embedded Projects

• 1. uv sanitizer box
• 2. ai-driven iot system for real-time water quality assessment
• 3. iot based borewell rescue mechanism with real time monitoring using esp32
• 4. iot-based dog tracking system using gps and real-time location monitoring
• 5. line follower and obstacle avoiding cleaning robot
• 6. smart home automation system using iot with web and mobile control
• 7. accident detection and alert system using arduino and iot
• 8. smart agricultural robot with iot-based automation for efficient farming
• 9. smart washroom management using iot for automated hygiene monitoring, water conservation
• 10. human following robot using arduino and ultrasonic sensors with free source code

IoT Projects

• 1. arduino-based automatic fire protection system with fire detection
• 2. flood early detection and avoidance by iot
• 3. smart flood alert system for real-time early warnings using handheld devices
• 4. real time vital sign monitoring using ai enabled wearables
• 5. real time smart irrigation with iot and machine learning
• 6. waste segregation based on arduino
• 7. iot smart jacket for continuous health and safety tracking
• 8. iot based solar monitoring and power generating system
• 9. aqi surveillance for smart residences
• 10. automatic object-sensing smart dustbin touchless waste management

Raspberry Pi Projects

• 1. ai chatbot with voice sensor for smart customer service kiosk using raspberry pi
• 2. deep learning based weed detection and plucking
• 3. smart irrigation system using ml prediction
• 4. smart environment monitoring system using raspberry pi with real-time whatsapp alerts
• 5. license plate recognition system with automatic gate control using raspberry pi
• 6. ai-based driver safety monitoring system using raspberry pi
• 7. dual battery auto switching & charging system
• 8. an intelligent voice-enabled ai chatbot system using natural language processing on raspberry pi
• 9. iot-based intelligent air quality monitoring system using machine learning smart pollution detection
• 10. raspberry pi based secure door lock system using keypad and lcd display

Java Projects

• 1. network monitoring system java project
• 2. online payment fraud detection
• 3. ride sharing application java spring boot react js mysql java project
• 4. encrypted cloud storage system using aes-gcm
• 5. data visualization system java swing mysql java project
• 6. cryptocurrency portfolio tracker and trading platform java springboot reactjs mysql java project
• 7. electricity billing system java swing mysql java project
• 8. news aggregator using cloud api cloud computing java project
• 9. detecting mobile malicious webpages in real time
• 10. cloud based expense tracker system

Electrical Projects

• 1. high performance 7 level single phase inverter with symmetric switched-capacitor and minimal switches
• 2. design and implementation of boost converter for efficient power electronics
• 3. simulation of flc based hybrid pv-wind-fuel cell sources integrated in dc-microgrid
• 4. fuzzy logic controlled interleaved boost converter for efficient battery charging | matlab simulation
• 5. fault tolerant controller design for pitch, yaw and roll of uav
• 6. ai based solar powered charging system using resonant lcc boost converter
• 7. design and simulation of fuzzy logic controlled bldc motor drive | matlab simulink project
• 8. design and implementation of a single-phase boost pfc based on-board ev charger for efficient electric vehicle charging
• 9. anfis controlled buck converter for dc drive applications | design, simulation & performance analysis
• 10. real time battery health and charge monitoring system using machine learning

Image Processing

• 1. ai-based garbage detection using yolo object detection for smart waste management
• 2. ai-based cosmetic recommendation system based on skin conditions
• 3. cloud-based ensemble model for diabetic progression risk prediction using azure machine learning
• 4. a deep learning approach to detect lumpy skin disease in cows
• 5. rose plant disease prediction using convolution neural network algorithm
• 6. drugged eye detection using image processing deep learning
• 7. lung diseases prediction from x-xray and ct scanned images using deep learning algorithm
• 8. ai based gun sound detection system for real time public safety surveillance
• 9. human machine collaboration for improved brain computer interface
• 10. key generation for zero steganography using dna sequences

AI Projects

• 1. voice-based email system for visually challenged users
• 2. aerial surveillance using satellite images using machine learning
• 3. maternal health risk prediction and intelligent pregnancy assistant system using machine learning
• 4. real time object detection for adas autonomous driving assistance system
• 5. vitamin deficiency detection using image processing and convolution neural network
• 6. fraud detection system for online transactions
• 7. ai-powered blood pressure state classification system
• 8. breast cancer detection and classification using convolution neural networks
• 9. real time fish detection and tracking for smart aquarium
• 10. deep learning-based dementia detection system using medical data

Data Mining

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

Cloud Computing

• 1. realtime voting platform java mysql cloud project
• 2. developing an online banking application with spring boot reactjs and mysql
• 3. file sharing system with google drive api cloud computing java project
• 4. cloud-enabled complaint tracker cloud computing java project
• 5. real-time sports score board cloud computing java project
• 6. building a pharmacy management system with java spring boot mysql thymeleaf and smtp
• 7. cloud based expense tracker system
• 8. cloud based e-learing portal cloud computing java project
• 9. attendance tracker system java mysql java project
• 10. data leakage detection system using alteration-based tracking java project

VLSI Projects

• 1. test product for meta review

MERN Projects

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

Android Projects

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

Blockchain Projects

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

Mini Projects

• 1. advanced traffic sign detection system with artificial intelligence
• 2. ai powered autism detection using facial expression and eye tracking
• 3. feature fusion by using lbp hog gist descriptors and canonical correlation analysis for face recognition
• 4. ai based architectural image captioning system for blind students
• 5. ensemble approach using deep learning and transfer learning in classifying diabetic retinopathy
• 6. calorie burn prediction analysis using machine learning project
• 7. ai powered air quality index tracker with python flask and machine learning
• 8. osteoporosis detection and classification using deep learning algorithm
• 9. ai based stress level prediction for it employees using machine learning final year projects
• 10. hand gesture detection for multi language recognition using convolutional neural network

BCA Projects

• 1. an automated system to limit covid-19 using facial mask detection and cnn
• 2. chat application in php using my sql
• 3. road semantic segmentation in autonomous cars using layer-wise training
• 4. insect pest image detection and recognition based on deep learning algorithm
• 5. brain tumor detection using eeg wave patterns
• 6. real time mock interview evaluation using facial expressions with cnn
• 7. multimodal biometric system using human signature palm recognition
• 8. fraud detection in finance data using machine learning
• 9. fake news detection using machine learning algorithm
• 10. automated attendance system using facial recognition

MCA Projects

• 1. employee leave management system
• 2. brain tumor detection using eeg wave patterns
• 3. mango leaf disease identification & classification using ai
• 4. fake product identification system
• 5. inventory management system using machine learning
• 6. ensemble technique for brain tumor patient survival prediction
• 7. real time fish detection and tracking for smart aquarium
• 8. real time object detection for adas autonomous driving assistance system
• 9. travel ease you all in one transportation booking companion application
• 10. blood bank management system

Big Data Projects

AI-Enabled Embedded IoT Projects

• 1. automatic fault detection and clearing system in electric vehicles
• 2. smart flood detection and alert system using ml and handheld devices
• 3. real time vital sign monitoring using ai enabled wearables
• 4. iot-based fruit sweetness prediction system using machine learning & flask using spectral sensor
• 5. agriculture hydroponic water quality monitoring and crop suggestion system using machine learning
• 6. ai smart hiking band with esp32, gps, heart rate monitoring & emergency alerts
• 7. smart flood alert system for real-time early warnings using handheld devices
• 8. fingerprint-based blood group detection system using image processing and machine learning
• 9. ai powered smart helmet with eye tracking and automated emergency services
• 10. ai-based loose screw detection in truck assembly line for quality control

Free Final Year Projects