It is not an easy process to render a polymesh of a two-dimensional image onto a three-dimensional object this is composed by integrating a process called rasterization, which prevents back-propagation Single-Image 3D Reconstruction
The polygons are connected to each other to form a sort of net (or ‘mesh’) that defines the shape. So what is polymesh? A 3D model which is composed of polygons. This paper explains how the team built a solution for mesh rendering with other gradients.Ī polymesh is a promising candidate to get this job done. This platform has been explored by researchers Hiroharu Kato, Yoshitaka Ushiku, Tatsuya Harada from the RIKEN institute in Japan. It is then redefined with the backward pass of 3D rendering and then pushed through a neural network. This process usually involves conversion of a 2D image into 3D by overlaying the image over a 3D object. Mesh rendering gives up exceptional objects by constructing it with the help of neural networks. But is it possible to convert a two dimensional image to a 3D object and make it “come alive” with artificial intelligence? Let us dive into a research project developed in Japan. 3D objects on a computer screen look like real life, and with the 3D glasses on, it’s almost like witnessing the event live.