Utilizing 360-Degree Images for Synthetic Data Generation in Construction Scenarios
Aqsa Sabir,
Rahat Hussain,
Syed Farhan Alam Zaidi
et al.
Abstract:Computer vision-based safety monitoring requires machine learning models trained on generalized datasets covering various viewpoints, surface properties, and lighting conditions. However, capturing high-quality and extensive datasets for some construction scenarios is challenging at real job sites due to the risky nature of construction scenarios. Previous methods have proposed synthetic data generation techniques involving 2D background randomization with virtual objects in game-based engines. While there has… Show more
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