deepinv.datasets#
This subpackage can be used for generating reconstruction datasets from other base datasets. Please refer to the user guide for more information.
Generating Datasets#
User Guide: refer to Generating Datasets for more information.
DeepInverse HDF5 dataset with signal/measurement pairs |
Generates dataset of signal/measurement pairs from base dataset. |
Image Datasets#
User Guide: refer to Predefined Datasets for more information.
Dataset for DIV2K Image Super-Resolution Challenge. |
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Dataset for Urban100. |
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Dataset for Set14. |
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Dataset for CBSBD68. |
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Dataset for fastMRI that provides access to raw MR image slices. |
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Simple FastMRI image dataset. |
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Dataset for LIDC-IDRI that provides access to CT image slices. |
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Dataset for Flickr2K. |
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Dataset for LSDIR. |
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Dataset for Fluorescence Microscopy Denoising. |
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Dataset for Recording and Playback of Camera Shake. |
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NBU remote sensing multispectral satellite imagery dataset. |
Other Datasets#
Builds the dataset of all patches from a tensor of images. |
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A placeholder dataset for test purposes. |
Data Transforms#
User Guide: refer to Data Transforms for more information.
Image value rescale torchvision-style transform. |
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Torchvision-style transform to add empty imaginary dimension to image. |