Fix data pipeline

[sungchul2]

Summary

This PR includes:

• Slowness issues with np array based transform (otx.core.data.transform_libs.torchvision.Resize) #3379
  • Remove numpy -> tensor after transform
  • Add NumpytoTVTensorMixin

How to test

Checklist

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# Copyright (C) 2024 Intel Corporation
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