Patent ID: 11960572
Assignee: FRACTAL ANALYTICS PRIVATE LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A method for identifying a product in an image and outputting an identifier of a target, comprising:
receiving an input unlabeled image, via application programming interface from a recording device or an external database;
generating, via an augmentation module of the data analytics system, an augmented unlabeled image;
training an encoder neural network of the data analytics system with the augmented unlabeled image to extract features and generate an output labeled image;
training a plurality of projection heads with the output labeled image to map features to a space where contrastive loss is applied and to perform types and sub-types level classification; and
generating a descriptor of the object based on the types and sub-types level classification; and
outputting the descriptor of the object, via a standard dashboard.