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Since MONAILABEL has removed the support for caching transforms, I wanted to ask what would be the MONAI approach to implement that. See Project-MONAI/MONAILabel#1579 about that.
The use case for me is interactive segmentation, where the non-random transforms cost 1-2 seconds each time the segmentation is called. So what I would need is a caching mechanism which always returns the same transformed image until a new one is loaded.
Can I use the CacheDataset for this use case and just create a new dataset each time a new image is loaded?
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Since MONAILABEL has removed the support for caching transforms, I wanted to ask what would be the MONAI approach to implement that. See Project-MONAI/MONAILabel#1579 about that.
The use case for me is interactive segmentation, where the non-random transforms cost 1-2 seconds each time the segmentation is called. So what I would need is a caching mechanism which always returns the same transformed image until a new one is loaded.
Can I use the CacheDataset for this use case and just create a new dataset each time a new image is loaded?
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