REDUCING IMAGE RESOLUTION IN DEEP CONVOLUTIONAL NETWORKS

• Main Author: ANNAPUREDDY, Venkata Sreekanta Reddy
• Format: Patent
• Language: English; French; German
• Published: 24.04.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

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...