Generating presentation information associated with one or more objects depicted in image data for display via a graphical user interface

Abstract

A server device may be configured to obtain image data that depicts a set of objects associated with a user. The server device may be configured to process, using at least one image analysis technique, the image data to determine identification information for each object of the set of objects. The server device may be configured to obtain exchange data related to at least one exchange log of the user and may be configured to determine, based on the exchange data and the identification information, estimated exchange information for each object of a subset of objects of the set of objects. The server device may be configured to determine, based on the estimated exchange information, estimated assessment information for each object of the subset of objects and may be configured to generate, based on the estimated assessment information, presentation information for display via a graphical user interface (GUI).

What is claimed is: 
     
         1 . A device, comprising:
 one or more memories; and   one or more processors, coupled to the one or more memories, configured to:   determine estimated exchange information for an object;   process the estimated exchange information to determine estimated assessment information for the object based on determining a threshold degree of similarity for the estimated assessment information to a particular assessment amount categorization group; and   generate presentation information for display via a graphical user interface based on the similarity of the estimated assessment information to the particular assessment amount categorization group.   
     
     
         2 . The device of  claim 1 , wherein the estimated exchange information for the object indicates an estimated time of exchange associated with the object. 
     
     
         3 . The device of  claim 1 , wherein the estimated exchange information for the object indicates an estimated exchange amount associated with the object. 
     
     
         4 . The device of  claim 1 , wherein the one or more processors are further configured to:
 obtain image data for the object from a user device; and   wherein the one or more processors configured to determine the estimated exchange information for the object are configured to:   determine the estimated exchange information for the object based on the image data.   
     
     
         5 . The device of  claim 1 , wherein the one or more processors, when determining the estimated exchange information for the object, are configured to:
 identify an exchange event that is associated with the object;   determine exchange event information associated with the exchange event; and   determine, based on the exchange event information, the estimated exchange information for the object.   
     
     
         6 . The device of  claim 1 , wherein the one or more processors are further configured to:
 process, using an image analysis technique, image data that depicts a subject of the object to determine identification information for the object; and   wherein the one or more processors configured to determine the estimated exchange information for the object are configured to:
 determine the estimated exchange information for the object based on the identification information. 
   
     
     
         7 . The device of  claim 1 , wherein the one or more processors are further configured to:
 generate, based on the estimated assessment information, a recommendation for display via the graphical user interface.   
     
     
         8 . A method, comprising:
 determining, by a device, estimated exchange information for an object of a subset of objects;   determining, by the device and based on the estimated exchange information, estimated assessment information for the object based on a threshold degree of similarity of the estimated assessment information to a particular assessment amount categorization group; and   generating, by the device, presentation information for display via a graphical user interface based on the degree of similarity of the estimated assessment information to the particular assessment amount categorization group.   
     
     
         9 . The method of  claim 8 , wherein determining the estimated exchange information for the object comprises:
 determining the estimated exchange information based on image data.   
     
     
         10 . The method of  claim 8 , wherein determining the estimated assessment information for the object comprises:
 determining the estimated assessment information for the object based on a machine learning model.   
     
     
         11 . The method of  claim 8 , wherein the estimated exchange information indicates an estimated exchange amount associated with the object and an estimated time of exchange associated with the object. 
     
     
         12 . The method of  claim 8 , wherein the estimated exchange information is based on one or more of:
 a product name of the object, or   a product model of the object.   
     
     
         13 . The method of  claim 8 , further comprising:
 processing, using an image analysis technique, image data that depicts a subject of the object to determine identification information for the object; and   wherein determining the estimated exchange information for the object comprises:
 determining the estimated exchange information for the object based on the identification information. 
   
     
     
         14 . The method of  claim 8 , further comprising:
 generating, based on the estimated assessment information for the object, a recommendation for display via the graphical user interface.   
     
     
         15 . A non-transitory computer-readable medium storing instructions, the instructions comprising:
 one or more instructions that, when executed by one or more processors, cause the one or more processors to:   determine estimated exchange information for an object;   determine estimated assessment information for the object based on a threshold degree of similarity of the estimated assessment information to a particular cluster,
 wherein the particular cluster includes the object and one or more related objects; and 
   generate presentation information for display based on the similarity of the estimated assessment information to the particular cluster.   
     
     
         16 . The non-transitory computer-readable medium of  claim 15 , wherein the estimated exchange information is based on one or more of:
 a product name of the object, or   a product model of the object.   
     
     
         17 . The non-transitory computer-readable medium of  claim 15 , wherein the one or more instructions, when executed by the one or more processors, further cause the one or more processors to:
 obtain exchange data related to an exchange log; and   determine, based on the exchange data, the estimated exchange information for the object.   
     
     
         18 . The non-transitory computer-readable medium of  claim 15 , wherein the one or more instructions, when executed by the one or more processors, further cause the one or more processors to:
 generate, based on the estimated assessment information, a recommendation for display via a graphical user interface.   
     
     
         19 . The non-transitory computer-readable medium of  claim 15 , wherein the one or more instructions, when executed by the one or more processors, further cause the one or more processors to:
 obtain image data for the object from a user device; and   wherein the one or more instructions, that cause the one or more processors to determine the estimated exchange information for the object, cause the one or more processors to:   determine the estimated exchange information for the object based on the image data.   
     
     
         20 . The non-transitory computer-readable medium of  claim 19 , wherein identification information associated with the image data for the object indicates at least one of:
 an identifier of the object,   a classification of the object,   a product name associated with the object,   a product model associated the object, or   at least one imaging location associated with the object.