REDUCING IMAGE RESOLUTION IN DEEP CONVOLUTIONAL NETWORKS

A method of reducing image resolution in a deep convolutional network (DCN) includes dynamically selecting a reduction factor to be applied to an input image. The reduction factor can be selected at each layer of the DCN. The method also includes adjusting the DCN based on the reduction factor selec...

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Bibliographic Details
Main Author ANNAPUREDDY, Venkata Sreekanta Reddy
Format Patent
LanguageEnglish
French
German
Published 24.04.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:A method of reducing image resolution in a deep convolutional network (DCN) includes dynamically selecting a reduction factor to be applied to an input image. The reduction factor can be selected at each layer of the DCN. The method also includes adjusting the DCN based on the reduction factor selected for each layer.
Bibliography:Application Number: EP20160722460