Systems and methods for generating animations for 3d objects using machine learning

A system comprising:

• a memory;
• and
• a processing device, coupled to the memory, the processing device to perform operations comprising:
• identifying a first three-dimensional (3D) object comprising a first animation rig covering a first set of features associated with the first 3D object;
• providing an indication of the first 3D object as input to a machine-learning model, wherein the machine-learning model is trained to generate, using a second 3D object comprising a second animation rig, an animation sequence for the first 3D object, wherein the second animation rig covers a second set of features associated with the second 3D object, the second set of features comprising the first set of features and one or more additional features;
• and
• obtaining one or more outputs of the machine-learning model, wherein the one or more obtained outputs comprise a plurality of animation frames reflecting an animation sequence for the first 3D object.

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

• identifying a first three-dimensional (3D) object comprising a first animation rig covering a first set of features associated with the first 3D object;
• providing an indication of the first 3D object as input to a machine-learning model, wherein the machine-learning model is trained to generate, using a second 3D object comprising a second animation rig, an animation sequence for the first 3D object, wherein the second animation rig covers a second set of features associated with the second 3D object, the second set of features comprising the first set of features and one or more additional features;
• and
• obtaining one or more outputs of the machine-learning model, wherein the one or more obtained outputs comprise a plurality of animation frames reflecting an animation sequence for the first 3D object.