Python
Motorized Solar Scarecrow Bird Animal Repellent
Real-Time Object Recognition with Voice Feedback for Visually Impaired Based on Raspberry Pi
Real-Time Smart Aquarium Monitoring System Driven by IoT
Research on Environmental Monitoring System Based on Wireless Sensor Network
Smart Farming System Using IoT, Embedded Electronics, and Wireless Sensor Networks
Aim:
To develop an IoT-based smart farming system using a wireless sensor network for real-time monitoring of soil moisture, temperature, humidity, and gas levels. The system ensures farm automation by transmitting sensor data through ESP-NOW to a master node that updates Firebase cloud and displays readings locally.
Smart IoT Based Pothole Detection and Filling System
Smart Trolley with Automated Billing System with Touch Interface
Aim:
The aim of this project is to design and develop an Automated Smart Trolley using Arduino Uno, TFT touch display, and RFID technology to simplify the shopping process by automatically adding or removing products from the cart, displaying the total bill, and generating a UPI payment QR code for quick and cashless checkout.
Tree-Based Personalized Clustered Federated Learning A Driver Stress Monitoring Through Physiological Data Case Study
Aim:
The aim of this study is to develop a privacy-preserving and personalized driver stress monitoring system using a Tree-Based Personalized Clustered Federated Learning (TPCFL) approach, which effectively addresses the challenges of non-IID physiological data by grouping drivers based on similarities in their data characteristics, optimizing cluster selection, and enabling accurate stress detection for both existing and new unlabeled drivers without compromising sensitive information.
Wearable IoT Life Jacket: Utilizing LoRa Technology to Combat Hypothermia
