[Dataset] add MedShapeNet to datasets · pyg-team/pytorch_geometric#8719

(2 comments) (3 reactions) (1 assignee)Python (19,985 stars) (3,514 forks)batch import

datasetfeaturegood first issue

説明

🚀 The feature, motivation and pitch

https://medshapenet.ikim.nrw/ Adding this dataset to PyG w/ an example of training a simple GNN that would enable exploration at scale across the community for allowing AI to understand the plethora of complex medical shapes that exist

I will guide @jdhenaos, @loupl, and @ericauld in completing this task (cannot assign them as assignees unfortunately)

Alternatives

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Additional context

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コントリビューターガイド

技術スタック: pythonpytorch
領域: machine learningdata
Issue 種別: feature
難度: 3
推定時間: 1-2 days
活動状況: active
明確さ: clear
前提条件: PythonPyTorchPyG dataset APIbasic GNN knowledge
初心者向け度: 65
調査方針: Study existing dataset implementations in the PyG datasets directory (e.g., 'torch geometric/datasets/'). Create a new dataset class for MedShapeNet that downloads and processes the data. Ensure compatibility with the existing dataset interface. Also, implement a simple GNN training example in an example script. Refer to the PyG documentation for dataset contributions.