Image processing method and device, computer equipment and storage medium
An image processing and image data technology, which is applied in the computer field and can solve the problems of low utilization rate of multiplier-adder array and waste of computing resources.
Pending Publication Date: 2021-06-15
CHENGDU SENSETIME TECH CO LTD +1
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[0002] At present, the convolutional neural network mainly relies on the multiplier-adder array for convolution processing. The multiplier-adder array stores the data to be processed in the data matrix in the corresponding register array, and the data to be processed moves in the register array in different data processing cycles. , but the current data processing method has the problems of low utilization of multiplier-adder array and waste of computing resources
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[0056] In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present disclosure. Obviously, the described embodiments are only It is a part of the embodiments of the present disclosure, but not all of them. The components of the disclosed embodiments generally described and illustrated herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the present disclosure is not intended to limit the scope of the claimed disclosure, but merely represents selected embodiments of the present disclosure. Based on the embodiments of the present disclosure, all other embodiments obtained by those skilled in the art without creative effort shall fall wi...
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The invention provides an image processing method and device, computer equipment and a storage medium, and the method comprises the steps: carrying out the pixel combination processing of a plurality of to-be-processed image data, and obtaining a target image; processing the target image by using a multiplier-adder array; and determining the processing result of each piece of to-be-processed image data based on the processing results obtained by the multiple pieces of to-be-processed image data in the multipliers and adders corresponding to the multipliers and adders respectively in the multipliers and adders array. According to the invention, multiple pieces of to-be-processed image data can be simultaneously processed by using the same multiplier-adder array, and the processing result of each piece of to-be-processed image data can be determined based on the processing results obtained by the multipliers corresponding to the multiple pieces of to-be-processed image data in the multiplier-adder array; and the utilization rate of the multiplier-adder array is improved, the waste of computing resources is reduced, and the processing efficiency of the to-be-processed image data is improved.
Description
technical field [0001] The present disclosure relates to the field of computer technology, and in particular, to an image processing method, device, computer equipment, and storage medium. Background technique [0002] At present, the convolutional neural network mainly relies on the multiplier-adder array for convolution processing. The multiplier-adder array stores the data to be processed in the data matrix in the corresponding register array, and the data to be processed moves in the register array in different data processing cycles. , but the current data processing methods have the problems of low utilization of multiplier-adder arrays and waste of computing resources. Contents of the invention [0003] Embodiments of the present disclosure at least provide an image processing method, device, computer equipment, and storage medium. [0004] In a first aspect, an embodiment of the present disclosure provides an image processing method, including: [0005] Perform p...
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IPC IPC(8): G06T5/50
CPCG06T5/50G06T2207/20081G06T2207/20084
Inventor 周军周亮常亮王文强吴飞徐宁仪
Owner CHENGDU SENSETIME TECH CO LTD