Methods and systems for providing a vehicle suggestion based on image analysis

A computer-implemented method for providing a vehicle suggestion to a user based on image analysis, the method comprising:

• receiving initial website data associated with an initial one or more user interactions with one or more of a plurality of resources accessed via one or more devices associated with a user;
• identifying, from the initial website data, an initial vehicle image set including one or more vehicle images;
• identifying, from the initial vehicle image set, a first plurality of vehicle traits;
• determining a first value for each of the first plurality of vehicle traits;
• determining a vehicle suggestion to provide to at least one of the one or more devices based on the first value for each of the first plurality of vehicle traits;
• receiving next website data associated with a next one or more user interactions with one or more of the plurality of resources accessed via the one or more devices;
• identifying, from the next website data, a next vehicle image set including one or more vehicle images;
• identifying, from the next vehicle image set, a second plurality of vehicle traits, wherein the second plurality of vehicle traits include at least a portion of the first plurality of vehicle traits;
• determining a second value for each of the second plurality of vehicle traits;
• adjusting the first value for at least the portion of the first plurality of vehicle traits based on the second value;
• and
• updating the vehicle suggestion to provide to at least one of the one or more devices based on the adjusted first value for at least the portion of the first plurality of vehicle traits.

A computer-implemented method for providing a vehicle suggestion to a user based on image analysis, the method comprising:

• iteratively receiving website data based on user interactions with a plurality of resources accessed via one or more devices of the user, wherein the website data includes a first vehicle image set of one or more vehicle images received based on a first one or more user interactions with a first one or more of the plurality of resources, and a second vehicle image set of one or more vehicle images received based on a second one or more user interactions with a second one or more of the plurality of resources;
• identifying a first plurality of vehicle traits from the first vehicle image set;
• determining a first value of each of the first plurality of vehicle traits;
• determining a vehicle suggestion based on the first value of each of the first plurality of vehicle traits;
• upon the receipt of the second vehicle image set, updating the vehicle suggestion by adjusting the first value of at least a portion of the first plurality of vehicle traits, wherein the first value is adjusted based on a second value determined for at least the portion of the first plurality of vehicle traits identified from the second vehicle image set;
• and
• transmitting, to at least one of the one or more devices of the user, a notification indicating the updated vehicle suggestion.

A computer-implemented method for providing an item suggestion to a user based on image analysis, the method comprising:

• receiving first website data associated with a first one or more user interactions with a first one or more of a plurality of resources accessed via one or more devices associated with a user;
• identifying, from the first website data, a first image set including one or more images of an item of a particular type;
• identifying, from the first image set, a first plurality of traits associated with the item;
• determining a first value for each of the first plurality of traits;
• determining an item suggestion to provide to at least one of the one or more devices based on the first value for each of the first plurality of traits;
• receiving second website data associated with a second one or more user interactions with a second one or more of the plurality of resources accessed via the one or more devices;
• identifying, from the second website data, a second image set including one or more images of the item of the particular type;
• identifying, from the second image set, a second plurality of traits associated with the item, wherein the second plurality of traits include at least a portion of the first plurality of traits;
• determining a second value for each of the second plurality of traits;
• adjusting the first value for at least the portion of the first plurality of traits based on the second value;
• and
• updating the item suggestion to provide to at least one of the one or more devices based on the adjusted first value for at least the portion of the first plurality of traits.