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

Claim 20:
21. The method of claim 11, wherein the method is executed by a non-transitory computer-readable medium, the method further comprising:
logging in a mobile application by a user on the mobile device using a user credential;
selecting a store location in a map view on the application;
selecting a shelf;
initiating an unload of an image of the selected shelf;
transmitting the image of the selected shelf captured by a remote camera;
receiving the image of the selected shelf at the user mobile device;
validating the image of the selected shelf by the user;
manually annotating the image of the selected shelf;
training the encoder neural network of the data analytics system with the annotated image to extract features and generate an output labeled image;
training the 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;
wherein the encoder neural network and the projection heads are periodically updated using continuous integration and continuous delivery (CI-CD) capability of an Intelligent Video Analytics (IVA) platform.