Image recognition method, device and equipment based on operator fusion and storage medium

The invention provides an operator fusion-based image recognition method and device, electronic equipment and a storage medium, and the method comprises the steps: building a visual model through obtaining model parameters inputted by a user, and carrying out the analysis of the visual model, and ob...

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Hauptverfasser: HUANG JIANPING, ZHANG CHEN, RAO HANYU, CHEN ZUGE, LI NAIYI, WANG HONGKAI, MAO DONG, ZHANG YEHUA, YAN YUNFENG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention provides an operator fusion-based image recognition method and device, electronic equipment and a storage medium, and the method comprises the steps: building a visual model through obtaining model parameters inputted by a user, and carrying out the analysis of the visual model, and obtaining an operator connection graph; obtaining all possible operator fusion strategies according to a preset fusion rule and the operator connection graph; screening the operator fusion strategies according to a preset optimization objective function; executing operator fusion operation according to the screened operator fusion strategy to obtain a fused visual model; and acquiring a to-be-recognized image, inputting the to-be-recognized image into the fused visual model, and outputting an image recognition result through the fused visual model. According to the method, the calculation complexity of the operator fusion strategy is screened, and the globally optimal operator fusion strategy is determined by a rapid