DCDC PROJECT HUB
Project Vault
Browse curated project ideas with problem statements, components, block diagrams and applications across all four years.
Year
Domain
Difficulty
AI-style search
Smart Energy Monitor using IoT
Monitors household power usage in real time, logs data to cloud and alerts users during over-consumption.
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Smart Irrigation System with Soil Moisture Sensing
Automatically controls water pump based on soil moisture and schedules, with mobile app monitoring.
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Home Automation with Voice Control
Controls lights and appliances using mobile app and basic voice commands through a Wi-Fi enabled controller.
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Vehicle Accident Detection and Location Alert
Detects accidents using impact sensors and sends SMS with GPS coordinates to emergency contacts.
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Air Quality Monitoring with Cloud Dashboard
Measures air quality and environmental parameters and visualizes trends on an online dashboard.
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Sign Language to Speech Converter
Uses camera and deep learning to recognize hand gestures and convert them into audible speech.
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Real-Time Bus Tracking & ETA System
Shows live bus location on a map and estimated arrival time for each stop using GPS data.
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Campus FAQ Chatbot
Chatbot that answers common questions about campus, departments and events using simple NLP models.
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Smart Wireless Notice Board
Displays text messages sent from a mobile app to an electronic notice board over wireless link.
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Industrial Parameter Monitoring using CAN
Monitors multiple sensors in an industrial setup and shares data over CAN bus to a central controller.
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Student Performance Prediction using ML
Predicts student performance based on attendance, internal marks and activity metrics.
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RFID & Keypad based Door Lock
Electronic door lock that supports both RFID card and PIN entry with basic event logging.
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Solar Power Monitoring & Fault Detection
Monitors solar panel parameters, detects abnormal conditions and reports them to a cloud dashboard.
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Gesture-Controlled Robot Car
Robot car controlled by hand gestures using accelerometer and wireless communication.
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Weather-Adaptive Smart Street Lighting
Automatically dims or brightens street lights based on ambient light and motion detection.
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Smart Automatic Room Light using LDR & IR
Automatically turns room light ON when someone enters and ambient light is low, and OFF when they leave.
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Fire & Smoke Alarm with Buzzer Alert
Detects smoke or high temperature and triggers a loud alarm and indicator LEDs.
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Water Level Indicator for Overhead Tank
Shows water level in an overhead tank using LEDs or display and warns when the tank is full.
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Temperature-Based Fan Speed Controller
Controls speed of a DC/AC fan automatically based on room temperature.
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RFID-Based Library Entry Logger
Logs entry and exit of students in the library using RFID cards and displays basic statistics.
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Rain Sensing Wiper / Umbrella Activator
Detects rainfall and automatically activates a model wiper or indicates umbrella requirement.
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Solar-Powered Mobile Charging Station
Provides USB charging for phones using a small solar panel and battery with charge controller.
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Touchless Hand Sanitizer Dispenser
Automatically dispenses sanitizer when a hand is detected under the nozzle using an IR sensor.
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Smart Parking Slot Detection System
Detects availability of parking slots and displays them on an indicator board or mobile app.
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IoT Health Band for Heart Rate & Temperature
Wearable prototype that measures heart rate and body temperature and sends data to a mobile dashboard.
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Anti-Sleep Alarm for Drivers using Eye Blink Sensor
Monitors driver eye blinking patterns and triggers an alarm if drowsiness is detected.
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Warehouse Temperature & Fire Monitoring Node
Low-cost wireless node to monitor temperature, humidity and smoke in warehouses or labs.
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AI-Based Smart Dustbin with Auto Lid & Fill-Level Alert
Dustbin that opens lid automatically when a person approaches and notifies staff when it is nearly full.
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ESP32 Smart Doorbell with Image Capture to Cloud
Doorbell that captures visitor image and uploads it to cloud or sends to mobile when pressed.
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Smart Energy Sharing System Between Homes
Monitors solar generation and load in two homes and suggests or simulates energy sharing between them.
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Industrial Machine Vibration Monitoring Node
Monitors vibration of motors or machines and detects abnormal patterns indicating faults.
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IoT Weather Station with Local Forecasting
Measures local weather parameters and uses simple models to predict short-term forecast.
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Water Quality Monitoring Node (TDS, pH, Turbidity)
Measures basic water quality parameters and reports them to a cloud dashboard for analysis.
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AI-Based Traffic Density Analyzer & Smart Signal Controller
Uses camera feeds to estimate traffic density at junctions and optimizes signal green time accordingly.
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Smart Helmet with Accident Alert & Alcohol Detection
Helmet that ensures the rider is wearing it, checks for alcohol and sends alert on impact.
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AI Document Scanner with Perspective Correction & OCR
Scans documents using a camera, corrects perspective and performs text recognition.
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Smart Agriculture Drone for Crop Spraying Simulation
Quadcopter or ground robot prototype that simulates targeted crop spraying based on GPS or camera input.
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AI Patient Monitoring System (Vitals + Fall Detection)
Monitors vital signs and detects patient falls using sensors and AI models, sending alerts to caregivers.
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Autonomous Warehouse Robot with Line Following & Obstacle Avoidance
Robot that follows predefined paths in a warehouse, stops at stations and avoids obstacles.
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Real-Time Road Surface Damage Detection
AI system that detects potholes, cracks, and bumps from live video feed using deep learning.
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AI-Based Chronic Disease Risk Predictor
Machine learning model predicts the risk of diseases such as diabetes, heart disease, and hypertension.
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AI Emotion Recognition for Mental Health Monitoring
Detects user emotional states (happy, sad, stressed, neutral) using facial expression recognition.
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AI Resume Screening & Skill Match System
Automatically extracts skills from resumes and calculates job match percentage using NLP.
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Food Quality Detection Using Deep Learning
CNN model detects fresh vs spoiled fruits and vegetables using images.
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Autonomous Indoor Navigation Robot Using LIDAR-Based SLAM
A robot capable of mapping indoor environments and navigating autonomously using LIDAR and SLAM algorithms.
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Voice-Controlled Assistive Robot for Physically Disabled Users
A robot that performs tasks such as movement, picking objects, or calling assistance through voice commands.
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Fire-Fighting Robot with Thermal Image Detection
An autonomous robot that detects hotspots using a thermal camera and extinguishes small fires.
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Self-Balancing Two-Wheel Robot Using PID & IMU
A two-wheeled inverted pendulum robot that balances itself using a PID controller and IMU sensor.
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GPS-Guided Agricultural Seeding Robot
A smart robot that plants seeds at accurate intervals using GPS navigation.
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IoT-Based Structural Health Monitoring System
Monitors vibrations and structural stresses in buildings or bridges using distributed sensor nodes and an IoT dashboard.
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Smart Home Energy Optimization Using IoT and Simple AI
Learns appliance usage patterns and controls smart plugs and lighting to reduce energy wastage.
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Industrial Worker Heat-Stress Monitoring System
Wearable and ambient sensors monitor worker heat stress and send alerts when unsafe conditions occur.
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LoRa-Based Smart Village Communication and Sensing Network
Long-range, low-power wireless network for village-wide sensor data collection and basic messaging.
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Intelligent Traffic Violation Detection Using Cameras and ML
Detects traffic violations such as helmet-less riding, triple riding or red-light jumping using computer vision.
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AI-Based Intrusion Detection System for IoT Networks
Machine learning–based intrusion detection system that analyzes IoT network traffic and flags malicious activity.
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Blockchain-Based Academic Certificate Verification System
Secure academic certificate storage and verification using blockchain and tamper-proof digital records.
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Decentralized E-Voting System Using Blockchain
Secure, transparent and tamper-resistant electronic voting system built on blockchain.
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Smart Medication Reminder and Automatic Pill Dispenser
IoT-enabled pill dispenser that releases doses at scheduled times and reminds patients through sound and mobile notifications.
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Fall Detection Wearable Device for Elderly and Patients
Wearable IMU-based device that detects falls using ML or rule-based logic and sends alerts to caregivers.
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ECG Arrhythmia Detection System Using AI
Analyzes ECG signals in real time and detects arrhythmias using signal processing and deep learning models.
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AI-Based Eye Disease Detection from Fundus Images
Uses deep learning on retinal fundus images to detect diseases such as diabetic retinopathy or glaucoma.
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Neonatal Incubator IoT Vital Monitoring System
Monitors newborn vital parameters and incubator conditions using IoT sensors with real-time alerts.
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AR Indoor Navigation App for Campuses and Malls
Augmented Reality app that guides users indoors using overlaid navigation arrows on the live camera view.
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VR Stress Relief Environment with Biofeedback
Virtual Reality relaxation experience that adapts visuals and audio based on user heart rate or stress level.
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Hand Gesture-Based Human–Computer Interaction System
Uses computer vision to recognize hand gestures and control media, slides, or basic UI actions without touch.
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Solar Irradiance Prediction System Using Machine Learning
Predicts short-term solar irradiance and power output using historical weather data and ML models.
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Smart Water Leakage Detection System Using Pressure & Flow Sensors
Monitors water pipelines for leakage using pressure/flow sensors and anomaly detection algorithms.
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AI-Based Student Engagement Detection in Online Classes
Analyzes webcam video and interaction patterns to estimate student engagement level during online lectures.
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Deepfake Voice and Video Detection System
Uses deep learning models to detect manipulated (deepfake) audio and video content for security and media verification.
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Serverless Sensor Data Pipeline Using AWS (IoT → Lambda → DynamoDB → Dashboard)
A fully serverless cloud pipeline that collects IoT sensor data, processes it using AWS Lambda, stores it in DynamoDB, and visualizes it on a dashboard.
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CI/CD Pipeline Monitoring Dashboard for Student Projects
Visual dashboard that tracks build, test, and deployment status of student software projects using GitHub Actions or GitLab CI.
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Quantum Random Number Generator Simulation Using Qiskit
Simulates quantum circuits to generate true random numbers based on quantum superposition and measurement.
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Precision Agriculture System with Soil Analysis & Automated Irrigation
A smart agriculture system that analyzes soil moisture, nutrients, and weather to optimize irrigation and fertilizer schedules.
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Driver Drowsiness and Distraction Detection System
Monitors eye closure, head tilt, and gaze direction to detect drowsiness or distraction while driving.
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Real-Time Flood Monitoring & Early Warning System
IoT-based flood monitoring system that measures water level, rainfall and flow rate, sending early warnings and risk predictions.
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Smart Air Purifier with AQI Monitoring & Automatic Speed Control
Monitors indoor air quality using gas and dust sensors, and automatically adjusts air purifier fan speed using AI logic.
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Smart Library Book Tracking with RFID & Analytics
RFID-based library automation system that tracks book movement, prevents loss, and provides analytics on usage patterns.
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AI-Powered Career Recommendation System
Recommends ideal career paths for students based on skills, interests, personality and performance using ML models.
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Smart Parking System with Number Plate Recognition (ANPR)
Automatically detects available parking slots and identifies vehicles using number plate recognition.
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