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