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NIHCXR Drift Detection - Add dimensionality reduction techniques for CXR datasets #192

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a-kore opened this issue Jul 26, 2022 · 0 comments · Fixed by #218
Closed

NIHCXR Drift Detection - Add dimensionality reduction techniques for CXR datasets #192

a-kore opened this issue Jul 26, 2022 · 0 comments · Fixed by #218
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enhancement New feature or request

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a-kore commented Jul 26, 2022 •
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Features

  • Add code to facilitate DR with TorchXRayVision models (classifier, autoencoder)
  • Batched parallel processing of images with optional accelerator configuration to provide speed-up.
  • Add functionality to cache representations with image_id to save processing time.
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