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sam-3d-objects, but with a smaller VRAM footprint (runs on a 4090 w/ 24GB VRAM) and composed with foundationpose

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chsahit/metric_sam3d

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notes on install

  • git submodule update --init --recursive
  • follow sam3d-objects docs
  • follow scenecomplete docs
  • run setup_envs_properly.sh to fix some issues with the scaling script

This repo assumes the conda env can be found under /home/$USER/miniconda3, if this is not the case update the pipeline shell script accordingly where LD_LIBRARY_PATH is redefined

TODO:

  • serve as an endpoint
  • compute masks with SAM3
  • compute masks with GPT + SAM{2, 3}
  • "cheap" endpoint using built in pointmap

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sam-3d-objects, but with a smaller VRAM footprint (runs on a 4090 w/ 24GB VRAM) and composed with foundationpose

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