Add dependencies and Pixi configuration simpler project setup #4
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- Updated `pyproject.toml` to include new dependencies: timm, cupy-cuda12x, cholespy, html4vision, geffnet, and mmcv-lite. - Configured Pixi workspace with conda-forge channel and specified platforms. - Added PyPI options and dependencies for mpsfm, torch, torchvision, xformers, simplecv, lightglue, and colmap-rerun. - Defined Pixi tasks for cloning and building colmap, as well as installing pycolmap. - Specified additional dependencies for the project, including rerun-sdk, omegaconf, h5py, and others.
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To make things easier for myself, I added the option to use Pixi as an install method. Everything should still work with the original installation instructions. This makes it so that in one command, one builds + installs the custom pycolmap branch and includes most (conda doesn't currently include glew) required deps.
Pixi is a modern package manager for the conda ecosystem. It's much faster than conda/mamba and also supports lockfiles natively. Part of what makes it so useful in this case is the addition of tasks that build/install colmap and pycolmap.
Let me know if this looks interesting for you to merge if not, no problem. Just makes it easier for me to consistently get this working without having to install a bunch of things onto my apt package manager (rather have a separate conda environment for it)
TLDR easy use:
curl -fsSL https://pixi.sh/install.sh | shpixi run reconstruct-exampleThis will git clone modified colmap, build it, install pycolmap, and run python reconstruct.py!
Also means if you jump into the shell
pixi shelland run the notebook example, everything will work there too