Multi-dimensional neural object representations of large-scale assets in gaming applications

A system comprising:

• one or more processors;
• and
• one or more memories storing executable instructions that, upon execution by the one or more processors, cause the system to perform operations to:
• generate, by a game engine, a rendering of an asset in a gaming application;
• capture, by a virtual camera of the game engine, one or more video frames depicting the rendering of the asset;
• generate, based at least in part on the one or more video frames, a multi-dimensional neural object representation of the asset, wherein a first data size of the asset is larger than a second data size of the multi-dimensional neural object representation;
• and
• responsive to receiving a request for the asset from a client device, provide the multi-dimensional neural object representation of the asset to the client device such that the multi-dimensional neural object representation is included in an input to a rendering engine executed by the client device.

A computer-readable storage medium storing computer-executable instructions that, when executed by one or more processors, cause operations comprising:

• generating, by a game engine, a rendering of an asset in a gaming application;
• capturing, by a virtual camera of the game engine, one or more video frames depicting the rendering of the asset;
• generating, based at least in part on the one or more video frames, a multi-dimensional neural object representation of the asset, wherein a first data size of the asset is larger than a second data size of the multi-dimensional neural object representation;
• and
• responsive to receiving a request for the asset from a client device, providing the multi-dimensional neural object representation of the asset to the client device such that the multi-dimensional neural object representation is included in an input to a rendering engine executed by the client device.