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INSTALL.md

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Installation

Setup for Rendering

  1. Install Blender v3.2.2

    wget https://download.blender.org/release/Blender3.2/blender-3.2.2-linux-x64.tar.xz
tar -xf blender-3.2.2-linux-x64.tar.xz
rm blender-3.2.2-linux-x64.tar.xz

  2. Install NumPy and SciPy for Blender Python

    cd blender-3.2.2-linux-x64/3.2/python/bin
./python3.10 -m ensurepip
./python3.10 -m pip install numpy==1.23.1 scipy

Python Environment

conda create -n dst3d python=3.10
conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.7 -c pytorch -c nvidia
pip install transformers diffusers open_clip_torch pytorch-lightning==1.5.0
pip install objaverse wget einops omegaconf opencv-python scipy
pip install -e .

Download ControlNet Checkpoints

cd models
wget https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned.ckpt
wget https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth

Dataset Preparation

  1. Download the ShapeNet Dataset (v2). Move/link the data to the default location (./data/ShapeNetCore.v2), or specify the path during rendering.

  2. The Objaverse Dataset is loaded on the fly. Keep the default location at ./data/Objaverse or specify the path during rendering.