Refactor TorchVision Normalize method like pytorch.#1428

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Commits on Aug 11, 2025

Refactor Normalize method like pytorch.

AhmedZero
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alinpahontu2912
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Update the condition

AhmedZero
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Remove IDisposable and constructor checks from Normalize

AhmedZero
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alinpahontu2912
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Add validation checks in Normalize constructor and call method

AhmedZero
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alinpahontu2912
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Improve tensor error messages and code readability.

AhmedZero
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alinpahontu2912
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Refactor channel determination logic in TorchSharp.

AhmedZero
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Remove `TestConstructor_ThrowsArgumentException_IfMeansAndStdevsHaveWrongLengths` test for ArgumentException in Normalize function

AhmedZero
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alinpahontu2912
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Rename GetImageNumChannels and update references

AhmedZero
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alinpahontu2912
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