metadata
license: bsd-3-clause
task_categories:
- graph-ml
language:
- en
ModelNet40
This is a preprocessed version of the ModelNet40 dataset, created with:
import torch_geometric
from torch_geometric.datasets import ModelNet
from torch_geometric.transforms import Compose, SamplePoints, KNNGraph
torch_geometric.seed.seed_everything(42)
# Standard setup
pre_transform = Compose([
SamplePoints(1024),
KNNGraph(k=16)
])
path = '/mnt/lrmc_pool/ModelNet40'
train_dataset = ModelNet(path, '40', train=True, transform=pre_transform)
test_dataset = ModelNet(path, '40', train=False, transform=pre_transform)
%cd /mnt/lrmc_pool
!tar -I pigz -cf ModelNet40_s1024_k16.tar.gz ModelNet40
from huggingface_hub import upload_folder, upload_file, create_repo
try:
create_repo("cminst/ModelNet40", repo_type="dataset")
print("Dataset upload completed!")
except Exception as e:
print(f"Repository might already exist or upload failed: {e}")
upload_file(
path_or_fileobj="/mnt/lrmc_pool/ModelNet40_s1024_k16.tar.gz",
repo_id="cminst/ModelNet40",
path_in_repo="ModelNet40_s1024_k16.tar.gz",
repo_type="dataset",
)