View consistent texture generation for three dimensional objects

A non-transitory computer-readable medium with instructions stored thereon that, responsive to execution by a processing device, cause the processing device to perform operations comprising:

• generating a plurality of depth maps based on a three-dimensional (3D) mesh of a three-dimensional (3D) object, wherein each of the plurality of depth maps is associated with a respective view of the 3D object;
• receiving a description of a texture from a user;
• generating two or more views of a texture map for the 3D object with a generative machine-learning (genML) model, wherein the plurality of depth maps and a text prompt based on the description are provided as input to the genML model and wherein each view of the two or more views of the texture map at least partially covers the 3D mesh of the 3D object;
• and
• combining the two or more views of the texture map based on the 3D mesh to obtain the texture map for the 3D object.

A system comprising:

• a memory with instructions stored thereon;
• and
• a processing device, coupled to the memory, the processing device configured to access the memory and execute the instructions, wherein the instructions cause the processing device to perform operations comprising:
• generating a plurality of depth maps based on a three-dimensional (3D) mesh of a three-dimensional (3D) object, wherein each of the plurality of depth maps is associated with a respective view of the 3D object;
• receiving a description of a texture from a user;
• generating two or more views of a texture map for the 3D object with a generative machine-learning (genML) model, wherein the plurality of depth maps and a text prompt based on the description are provided as input to the genML model and wherein each view of the two or more views of the texture map at least partially covers the 3D mesh of the 3D object;
• and
• combining the two or more views of the texture map based on the 3D mesh to obtain the texture map for the 3D object.