Patent ID: 11961293
Assignee: FASHIONPHILE GROUP, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 4:
5. A computer system comprising:
a processor; and
a non-transitory computer-readable medium configured to store instructions, the instructions when executed by the processor cause the processor to perform steps comprising:
receiving one or more images of a handbag;
eliminating all but select images from the one or more images of the handbag to obtain a grouping of one or more select images, the select images being those embodying a complete periphery and frontal view of the handbag;
for each of the one or more select images, aligning feature-corresponding pixels with an image axis;
comparing at least a portion of the one or more select images with a plurality of stored images; and
determining characteristics of the handbag based on said comparing;
wherein the eliminating all but select images from the one or more images of the handbag comprises:
executing a frontal view classifier, the frontal view classifier is trained by:
collecting a first dataset, the first dataset comprises a plurality of images, each of the plurality of images comprises one of a plurality of handbags,
labelling the plurality images that embody a complete periphery and frontal view as select,
training a first model with the first dataset,
collecting incorrect predictions from the first model, the collection of the incorrect predictions results in a second dataset, and
training a second model with the first and second datasets, and

identifying each of the one or more images that are select.