Generating and providing augmented reality representations of recommended products based on style similarity in relation to real-world surroundings

A non-transitory computer readable medium for generating a three-dimensional digital representation of a product based on a similarity to real-world surroundings of a user, the non-transitory computer readable medium comprising instructions that, when executed by at least one processor, cause a user client device to:

• analyze a real-world environment depicted within a viewpoint of a camera feed received from the user client device to identify one or more real-world objects;
• identify, from a model database, a matching three-dimensional model that matches an identified real-world object of the one or more real-world objects;
• generate, utilizing a style similarity algorithm for the matching three-dimensional model, one or more recommended products based on style similarity in relation to the matching three-dimensional model that matches the identified real-world object;
• and
• generate an augmented reality representation of the one or more recommended products to overlay in place of a real-world object of the one or more real-world objects.

A system for generating a three-dimensional digital representation of a product based on a similarity to real-world surroundings of a user, the system comprising:

• at least one processor;
• and
• a non-transitory computer readable medium comprising:
• a model database;
• and
• instructions that, when executed by the at least one processor, cause the system to:
• analyze a real-world environment depicted within a viewpoint of a camera feed received from a user client device to identify one or more real-world objects by utilizing a neural network to determine proposed regions within the viewpoint that each satisfy a probability of containing a real-world object;
• identify, from a model database, a matching three-dimensional model that matches an identified real-world object of the one or more real-world objects;
• generate, utilizing a style similarity algorithm for the matching three-dimensional model, one or more recommended products based on style similarity in relation to the matching three-dimensional model that matches the identified real-world object;
• in response to receiving an indication from the user client device to replace a real-world object of the one or more real-world objects depicted within the viewpoint:
• generate an augmented reality representation of the one or more recommended products to overlay in place of the real-world object.