SYSTEM AND METHOD FOR PRODUCT IDENTIFICATION USING IMAGE ANALYSIS FROM IMAGE MASKS AND TRAINED NEURAL NETWORKS

Methods, systems, and non-transitory computer-readable media for analyzing an image including a wearable article are disclosed. For example, a method may include obtaining a first set of images, each image in the first set of images depicting a product; obtaining a first label set associated with th...

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Bibliographische Detailangaben
Hauptverfasser: GOLDENBERG GEORGI, JIANG DONGMING, CAI YUCHENG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:Methods, systems, and non-transitory computer-readable media for analyzing an image including a wearable article are disclosed. For example, a method may include obtaining a first set of images, each image in the first set of images depicting a product; obtaining a first label set associated with the first image set; training an image segmentation neural network based on the first image set and the first label set; obtaining a second image set, each image in the second image set depicting the known product; obtaining a second tag set associated with the second image set; training the image classification neural network based on the second image set and the second label set; receiving a query image depicting a product that has not been identified; and performing image segmentation of the query image and identifying products in the image by performing image analysis. 公开了用于对包括可穿戴物品的图像进行分析的方法、系统和非暂态计算机可读介质。例如,方法可以包括:获得第一图像集,第一图像集中的每个图像都描绘了产品;获得与第一图像集相关联的第一标签集;基于第一图像集和第一标签集来对图像分割神经网络进行训练;获得第二图像集,第二图像集中的每个图像都描绘了已知产