3D Rendering for Training Computer Vision Recognition

摘要

Rendering systems and methods are provided herein, which generate, from received two-dimensional (2D) object information related to an object and 3D model representations, a textured model of the object. The textured model is placed in training scenes which are used to generate various picture sets of the modeled object in the training scenes. These picture sets are used to train image recognition and object tracking computer systems.

主权项

1. A rendering system comprising:
an object three-dimensional (3D) modeler arranged to generate, from a received two-dimensional (2D) object information related to an object and at least one 3D model representation, a textured model of the object; a scene generator arranged to define at least one training scene in which the modeled object is placed; and a rendering engine arranged to generate from each training scene a plurality of pictures of the modeled object in the training scene, wherein at least one of the object 3D modeler, the scene generator and the rendering engine is at least partially implemented by at least one computer processor.