Abstract: This paper presents a novel methodology for generating synthetic images that adhere accurately to provided semantic segmentation maps using the Stable Diffusion model with the ControlNet ...
We present two models, SDXS-512 and SDXS-1024, achieving inference speeds of approximately 100 FPS (30x faster than SD v1.5) and 30 FPS (60x faster than SDXL) on a single GPU. Assuming the image ...
1 Graduate School of Health Sciences, Hokkaido University, Sapporo, Japan 2 Department of Physical Therapy, Faculty of Health Sciences, Hokkaido University of Science, Sapporo, Japan 3 Faculty of ...
Abstract: Historically, gait analysis has been performed through visual observation or assisted by tools such as wearable sensors, motion capture systems, and force plates. However, the accuracy of ...
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