Matthew Tancik

**Describe the bug** If you create a dataset with vertical and horizontal images, colmap will treat this as two different cameras. This breaks the dataloader. **To Reproduce** Take vertical and...

If the auto-orientation methods in the dataparser fails, the scene make look rotated in the viewer. We should add controls in the UI to manually correct for these offsets.

Currently eval crashes if the dataset does not exist.

The training batchsize should not effect `Test Rays / Sec`

We are finding that lpips is using > 2gb of GPU memory. We should check if it actually needs this much memory.

The impact is suspiciously large, worth investigating

We should be applying colormaps after rendering the entire image. This may not be an easy fix.

Low priority, but we can probably remove some dependencies that aren't being used anymore. We can also split some out into [extras] that are unnecessary unless developing, ie [dev] can...

As we work with more real scenes we are running into more OOM errors (with instant-NGP). Unlike the Blender scenes, more rays are occupied. We currently have chunking based on...

Lots of tutorials online, ie: https://pixotech.com/blog/your-guide-to-share-cards