SPIDER / SPIDER.py

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reverted images to unsigned bytes
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removed conversion of images to unsigned bytes
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added description of dataset
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converted data types
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added specific data types
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added default for demo
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modified patient id generation
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refactored to enable sharding
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moved from HF to GH repo
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changed resolution to reduce image loading time
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added original subset indicator
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cleaned up comments
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added raw image and mask objects
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modified PyArrow writer batch size to avoid RAM issues
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added mask array
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added image standardization
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added resize parameter
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