AINeutralarXiv – CS AI · Jun 236/10
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The Power of Light: Improving Synthetic-to-Real Domain Adaptation through Physically-Based Indirect Illumination
Researchers present SmartSDG, an automated pipeline using physically-based rendering to improve synthetic-to-real domain adaptation for object detection. The study demonstrates that indirect lighting and complex backgrounds significantly reduce the performance gap between synthetic training data and real-world applications, with implications for industrial automation and computer vision systems.
🏢 Nvidia