[Feature request]: Standardized data structure for datasets #97
Labels
code maintenance
Issue/PR for refactors, code clean up, etc.
data
Issues related to data loading, pipelining, etc.
enhancement
New feature or request
Feature/behavior summary
A consistent, standardized data structure would make new datasets significantly easier to implement and maintain, as well as easier for model and task development by setting reasonable expectations of attribute names, etc.
Request attributes
Related issues
#89 was where some of these discussions were had, and originated from #85
Solution description
There are two possible ways of implementing this: a flat
DataSample
structure which may comprise a graph or point cloud, leaving it a little ambiguous; a baseAbstractDataSample
class, and havePointCloudSample
andGraphSample
structures.Not 100% sure how batching will look yet, but perhaps a
Batch
structure should also be introduced.Additional notes
No response
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