cminst/ModelNet40
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 =… See the full description on the dataset page: https://huggingface.co/datasets/cminst/ModelNet40.
0298
1---2license: bsd-3-clause3task_categories:4- graph-ml5language:6- en7---8# ModelNet409 10This is a preprocessed version of the [ModelNet40](https://modelnet.cs.princeton.edu/) dataset, created with:11 12```python13import torch_geometric14from torch_geometric.datasets import ModelNet15from torch_geometric.transforms import Compose, SamplePoints, KNNGraph16 17torch_geometric.seed.seed_everything(42)18 19# Standard setup20pre_transform = Compose([21 SamplePoints(1024),22 KNNGraph(k=16)23])24 25path = '/mnt/lrmc_pool/ModelNet40'26train_dataset = ModelNet(path, '40', train=True, transform=pre_transform)27test_dataset = ModelNet(path, '40', train=False, transform=pre_transform)28 29 30 31%cd /mnt/lrmc_pool32!tar -I pigz -cf ModelNet40_s1024_k16.tar.gz ModelNet4033 34 35from huggingface_hub import upload_folder, upload_file, create_repo36 37try:38 create_repo("cminst/ModelNet40", repo_type="dataset")39 print("Dataset upload completed!")40except Exception as e:41 print(f"Repository might already exist or upload failed: {e}")42 43upload_file(44 path_or_fileobj="/mnt/lrmc_pool/ModelNet40_s1024_k16.tar.gz",45 repo_id="cminst/ModelNet40",46 path_in_repo="ModelNet40_s1024_k16.tar.gz",47 repo_type="dataset",48)49```50 51## Other files52 53- modelnet40_normal_resampled.zip and modelnet40_normal_resampled.tar.gz are the same [data](https://shapenet.cs.stanford.edu/media/modelnet40_normal_resampled.zip).54- modelnet40_manually_aligned.tar.gz is from [here](https://lmb.informatik.uni-freiburg.de/resources/datasets/ORION/modelnet40_manually_aligned.tar) and modelnet40_auto_aligned.tar.gz is from [here](https://lmb.informatik.uni-freiburg.de/resources/datasets/ORION/modelnet40_auto_aligned.tar).