Custom precision accelerators for energy-efficient image-to-image transformations in motion picture workflows
Emmet Murphy,
Shashwat Khandelwal,
Shreejith Shanker
Abstract:Image to Image (I2I) transformations have been an integral part of video processing workflows with applications in Image Synthesis for Virtual Productions, Segmentation, and Matting, among others. Over the years, deep learning-based approaches have been enabling new methods and tools for automating parts of the processing pipeline, reducing the human effort i nvolved i n p ost-production w orkflows. Th ese co mpute-intensive models are often accelerated through on-premise or in-cloud GPU instances to improve t… Show more
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