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At the British Machine Vision Conference (BMVC) 2021, we disseminated work on mobile inverse tone mapping. In this work, we tackled converting high resolution images to high dynamic range (HDR) images in real-time with a mobile-focused model which utilized low-bit quantization of its parameters in order to accelerate inference. Models for this task are unique in that they must heavily utilize both global and local information which typically has high compute requirements.
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