The 1 is the number of image channels, which is 1 because MNIST images are grayscale. The first convolution transformation results in a tensor with shape [bs, 32, 24, 24] -- much larger than the ...

Nvidia researchers have published a paper describing a rendering framework that can produce 3D objects from 2D images.Not only that, due to the power of machine learning and AI, the tech does a ...

Nvidia researchers have created a rendering framework that uses AI to take 2D information and transform it into a 3D object accurately. ... its 3D deep learning PyTorch GitHub library.