NeRF only works with static scenes, requires perfect camera pose, clean scene with clear edges and low exposure. For outdoors any tree with leaves is going to add a lot of noise and blur. For a natural scene indoors the camera exposure is going to be too high. While it is certainly a breakthrough, even “just” static scene reconstruction is still not solved, given the limitations above.
Note also, NeRF is not an “AI” model, it is more of fancy compact storage for objects, images or scenes.
Three years ago, our SOTA image generation models had very strong limitations (when compared to today's models), it can be difficult to see when and where the next breakthroughs will come - NeRFs are not there yet, but we may not be far away
Note also, NeRF is not an “AI” model, it is more of fancy compact storage for objects, images or scenes.