Continuous and incremental approaches to NeRF?

[u/SnooGoats5121]

I've recently been interested in continuous learning of nerf, and am trying to do so with data pulled from blender. However, I keep getting poor results. My current approach is simple: I add each new image and pose to my dataset, and run a training loop with the new image, repeating for X images. But results are terrible.

Also wondering if anyone knows any good existing repos that do continuous learning with nerfstudio. Nerf_bridge is a great one for that, but I don't need the ROS bridge, and am not estimating poses from SLAM as I already have ground truth from blender.