Camera-based Object Detection and Identification using YOLO Method for Indonesian Search And Rescue Robot Competition

Putra, Yudanta Ina; Alasiry, Ali Husein; Darmawan, Adytia; Oktavianto, Hary; Darmawan, Zakha Maisat Eka

doi:10.1109/isriti56927.2022.10052838

Cited by 4 publications

(1 citation statement)

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“…With a focus on preserving lives, this technological intervention holds promise in enhancing firefighting capabilities and addressing critical challenges posed by fire accidents. Yudanta Ina Putra, Ali Husein Alasiry, Adytia Darmawan, Hary Oktavianto, Zakha Maisat Eka Darmawan [4], The Indonesian Search and Rescue Robot Contest focuses on firefighting and rescue missions in burning buildings. Teams face challenges in victim rescue, often relying on color-based object detection algorithms using cameras.…”

Section: P Subramanyam Raju Challapalli Sindhu Chavala Ajay and Bolla...mentioning

confidence: 99%

Fire Fighting Robot with Human Detection and Audio Recognition

et al. 2024

IJFMR

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This paper presents innovative approaches to firefighting robots, addressing critical challenges in fire safety. CeaseFire, equipped with water and CO2 sprays, ensures real-time operations prioritizing human safety, offering user-friendly handling and extended control range. The DaNI(sbRIO)-powered robot excels in rapid fire detection and extinguishing, providing a reliable solution for hazardous situations. In parallel, the YOLOv4-tiny implemented on a limited hardware robot enhances accuracy in victim rescue during firefighting missions. The Arduino UNO-based mini fire-fighting robot autonomously detects and extinguishes fires, minimizing risks to firefighters and incorporating user intervention through an Android app. Additionally, a modular robot employs computer vision, temperature, and UV-TRON sensors for enhanced fire detection, pathfinding, and extinguishing, promising a significant advancement in autonomous firefighting technology. AFDER, an Autonomous Fire Detecting and Extinguishing Robot, integrates robotics, computer vision, and firefighting tech, autonomously navigating with lidar-based mapping and obstacle avoidance. With precise fire detection and targeted extinguishing capabilities, AFDER reduces human intervention, proving adaptable to diverse environments. Collectively, these advancements showcase the potential to revolutionize firefighting, safeguard lives, and address the complex challenges posed by fire emergencies.

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Section: P Subramanyam Raju Challapalli Sindhu Chavala Ajay and Bolla...mentioning

confidence: 99%