Deploy Colmap

Are you as sick and tired as I am of trying to extract camera poses for your NeRF's? Well if so I've got a treat for you: A fully deployed, GPU-accelerated Colmap endpoint that can turn your video into a fully-configured Colmap workspace!

Quickstart

Installs Docker and Cog, pulls image from Replicate, and runs on a sample video from my trip to the Louvre.

utils/Quickstart.sh

Requirements

• CUDA>=11.6.2
• Docker
• Cog

To-do

• Create Replicate endpoint
• Plug-and-play with nerfstudio
• Build tests
• Decrease run time (currently ~30 minutes). COLMAP options, downsample earlier?
• Optimize .zip file size (currently ~1GB). Remove extra images?
• Add Image and Insta360 input options

Acknowledgements

• COLMAP for their amazing toolset that is used in EVERY NeRF deployment.
• nerfstudio for their Python scripts.
• svox2 for their neural network-free radiance field utilities.