The architecture is as follows:
You must make sure the GCC version >= 9.0.0
conda env create -f environment.yml
pip install "git+https://github.com/facebookresearch/pytorch3d.git@stable"git submodule init
git submodule update --init --recursive --remote
# If updateing error:
git submodule update --force --recursive --init --remote
Reference: https://github.com/hjwdzh/Manifold
cd external/Manifold
mkdir build
cd build
cmake .. -DCMAKE_BUILD_TYPE=Release
make
python src/dataset_preparation/shapeNet_processing/convert_to_manifold.py
Reference: https://github.com/liangxg787/spaghetti
git submodule update
cd external/spaghetti
python setup.py sdist
pip install dist/spaghetti-1.0.0.tar.gz
sh make_dataset.sh
Reference: https://github.com/amirhertz/spaghetti
conda install pytorch==1.13.1 torchvision==0.14.1 torchaudio==0.13.1 pytorch-cuda=11.7 -c pytorch -c nvidia
conda install scikit-image=0.18.1 igl -c conda-forge
pip install vtk==9.2.4 tqdm pynput requests
python src/dataset_preparation/sketches_processing/2D_projection.py
Reference: https://github.com/carolineec/informative-drawings.git
a. Installation
git clone https://github.com/carolineec/informative-drawings.git
cd informative-drawings
conda env create -f environment.yml
conda activate drawings
conda activate drawings
pip install git+https://github.com/openai/CLIP.git
b. Convert to sketches
sh sh_script/convert_to_sketch_with_Informative.sh
Reference: https://github.com/yael-vinker/CLIPasso.git a. Installation
# Check the gcc version
gcc -v
# The gcc version must be 9.2.0, 9.3.0, 9.4.0, or 9.5.0
mamba create -n clipasso python=3.7
mamba install pytorch==1.7.1 torchvision==0.8.2 torchaudio==0.7.2 cudatoolkit=11.0 -c pytorch
mamba install -y numpy scikit-image
mamba install -y -c anaconda cmake
mamba install -y -c conda-forge ffmpeg
pip install svgwrite svgpathtools cssutils numba torch-tools visdom IPython wandb ipywidgets ftfy regex tqdm scipy==1.6.2
pip install git+https://github.com/openai/CLIP.git
git clone https://github.com/BachiLi/diffvg.git
cd diffvg
git submodule update --init --recursive
DIFFVG_CUDA=1 python setup.py install
git clone https://github.com/yael-vinker/CLIPasso.git
cd CLIPasso
# (TypeError: Descriptors cannot not be created directly)
pip install protobuf==3.20.*
cd U2Net_/saved_models/
gdown "1ao1ovG1Qtx4b7EoskHXmi2E9rp5CHLcZ&confirm=t"
b. Convert to sketches
conda activate clipasso
cd ../CLIPasso
python ../Enhancing_Sketch-to-3D_Controllability/src/dataset_preparation/sketches_processing/convert_to_sketch.py