What baffles me is why doesn't NVIDIA offer a cross platform CoreImage counterpart. They do have nvjpeg for decoding, they have video codecs built in (so presumably HEIF should be doable also), but there isn't much available, as far as I can tell, if you want very high quality image manipulation with NVIDIA GPUs. I get that they're focused on 3D and deep learning now, but this is even useful for deep learning: I'd love to have hardware image decode and my entire image augmentation pipeline on the GPU and only do IO and perhaps some gnarly loss and metric computations on the CPU. Some of this is doable with NVIDIA DALI, but it doesn't seem to offer enough of a perf advantage to bother with it so far.

What would be great is if they offered similar capabilities to CoreImage (that is, quality-focused, flexible image processing) that I could use everywhere I can use CUDA.