ZarrDataset
Getting started:
ZarrDataset
Examples:
Basic ZarrDataset usage example
Integration of ZarrDataset with PyTorch’s DataLoader
Integration of ZarrDataset with Tensorflow Datasets
Loading patches/windows from masked regions of images with ZarrDataset
Custom masks for sampling specific regions from images with ZarrDataset
Labeled dataset loading with ZarrDataset
Integration of ZarrDataset with PyTorch’s DataLoader (Advanced)
Integration of ZarrDataset with PyTorch’s DataLoader for inference (Advanced)
Contents:
License
API Reference
ZarrDataset
Index
Index
_
|
A
|
B
|
C
|
D
|
F
|
I
|
L
|
M
|
N
|
P
|
R
|
S
|
T
|
W
|
Z
_
__call__() (zarrdataset._augs.ToDtype method)
(zarrdataset._maskfuncs.MaskGenerator method)
(zarrdataset.MaskGenerator method)
(zarrdataset.ToDtype method)
__del__() (zarrdataset._imageloaders.ImageLoader method)
(zarrdataset.ImageLoader method)
__getitem__() (zarrdataset._imageloaders.ImageBase method)
(zarrdataset._imageloaders.ImageCollection method)
(zarrdataset._zarrdataset.ZarrDataset method)
(zarrdataset.ImageBase method)
(zarrdataset.ImageCollection method)
(zarrdataset.ZarrDataset method)
__iter__() (zarrdataset._zarrdataset.ZarrDataset method)
(zarrdataset.ZarrDataset method)
__repr__() (zarrdataset._augs.ToDtype method)
(zarrdataset._samplers.PatchSampler method)
(zarrdataset._zarrdataset.ZarrDataset method)
(zarrdataset.PatchSampler method)
(zarrdataset.ToDtype method)
(zarrdataset.ZarrDataset method)
_allow_incomplete_patches (zarrdataset._samplers.PatchSampler attribute)
(zarrdataset.PatchSampler attribute)
_allow_overlap (zarrdataset._samplers.BlueNoisePatchSampler attribute)
(zarrdataset.BlueNoisePatchSampler attribute)
_area_threshold_2 (zarrdataset._maskfuncs.WSITissueMaskGenerator attribute)
(zarrdataset.WSITissueMaskGenerator attribute)
_arr_lists (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_base_chunk_tls (zarrdataset._samplers.BlueNoisePatchSampler attribute)
(zarrdataset.BlueNoisePatchSampler attribute)
_cache_chunk() (zarrdataset._imageloaders.ImageBase method)
(zarrdataset.ImageBase method)
_cached_coords (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_chunk_size (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_collections (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_compute_corners() (zarrdataset._samplers.PatchSampler method)
(zarrdataset.PatchSampler method)
_compute_grid() (zarrdataset._samplers.PatchSampler method)
(zarrdataset.PatchSampler method)
_compute_overlap() (zarrdataset._samplers.PatchSampler method)
(zarrdataset.PatchSampler method)
_compute_reference_indices() (zarrdataset._samplers.PatchSampler method)
(zarrdataset.PatchSampler method)
_compute_shapes() (zarrdataset._imageloaders.ImageBase method)
(zarrdataset.ImageBase method)
_compute_toplefts_slices() (zarrdataset._samplers.PatchSampler method)
(zarrdataset.PatchSampler method)
_compute_transform() (zarrdataset._maskfuncs.MaskGenerator method)
(zarrdataset._maskfuncs.WSITissueMaskGenerator method)
(zarrdataset.MaskGenerator method)
(zarrdataset.WSITissueMaskGenerator method)
_compute_valid_toplefts() (zarrdataset._samplers.BlueNoisePatchSampler method)
(zarrdataset._samplers.PatchSampler method)
(zarrdataset.BlueNoisePatchSampler method)
(zarrdataset.PatchSampler method)
_current_patch_idx (zarrdataset._zarrdataset.ImageSample attribute)
_draw_same_chunk (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_drop_axes (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_dtype (zarrdataset._augs.ToDtype attribute)
(zarrdataset.ToDtype attribute)
_generate_mask() (zarrdataset._imageloaders.ImageCollection method)
(zarrdataset.ImageCollection method)
_image_func (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset._imageloaders.ImageLoader attribute)
(zarrdataset.ImageBase attribute)
(zarrdataset.ImageLoader attribute)
_image_loader_func (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_initialize() (zarrdataset._zarrdataset.ZarrDataset method)
(zarrdataset.ZarrDataset method)
_initialized (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_iscached() (zarrdataset._imageloaders.ImageBase method)
(zarrdataset.ImageBase method)
_mask_scale (zarrdataset._maskfuncs.WSITissueMaskGenerator attribute)
(zarrdataset.WSITissueMaskGenerator attribute)
_max_chunk_size (zarrdataset._samplers.PatchSampler attribute)
(zarrdataset.PatchSampler attribute)
_min_area (zarrdataset._samplers.PatchSampler attribute)
(zarrdataset.PatchSampler attribute)
_min_size (zarrdataset._maskfuncs.WSITissueMaskGenerator attribute)
(zarrdataset.WSITissueMaskGenerator attribute)
_new_axes (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_num_workers (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_ordering (zarrdataset._zarrdataset.ImageSample attribute)
_output_order (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_pad (zarrdataset._samplers.PatchSampler attribute)
(zarrdataset.PatchSampler attribute)
_patch_sampler (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_patch_size (zarrdataset._samplers.PatchSampler attribute)
(zarrdataset.PatchSampler attribute)
_progress_bar (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_ref_mod (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_resample_positions (zarrdataset._samplers.BlueNoisePatchSampler attribute)
(zarrdataset.BlueNoisePatchSampler attribute)
_return_positions (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_return_worker_id (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_rng_seed (zarrdataset._zarrdataset.ImageSample attribute)
_scale (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_shape (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_shuffle (zarrdataset._zarrdataset.ImageSample attribute)
(zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_spatial_reference_axes (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_spatial_reference_shape (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_store (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
_stride (zarrdataset._samplers.PatchSampler attribute)
(zarrdataset.PatchSampler attribute)
_thresh (zarrdataset._maskfuncs.WSITissueMaskGenerator attribute)
(zarrdataset.WSITissueMaskGenerator attribute)
_toplefts (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_transforms (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_worker_id (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_worker_sel (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
_zarr_store (zarrdataset._zarrdataset.ZarrDataset attribute)
(zarrdataset.ZarrDataset attribute)
A
add_modality() (zarrdataset._zarrdataset.ZarrDataset method)
(zarrdataset.ZarrDataset method)
add_transform() (zarrdataset._zarrdataset.ZarrDataset method)
(zarrdataset.ZarrDataset method)
arr (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
axes (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset._imageloaders.ImageLoader attribute)
(zarrdataset._maskfuncs.MaskGenerator attribute)
(zarrdataset.ImageBase attribute)
(zarrdataset.ImageLoader attribute)
(zarrdataset.MaskGenerator attribute)
B
BlueNoisePatchSampler (class in zarrdataset)
(class in zarrdataset._samplers)
C
chained_zarrdataset_worker_init_fn() (in module zarrdataset)
(in module zarrdataset._zarrdataset)
chk_id (zarrdataset._zarrdataset.ImageSample attribute)
chunk_size (zarrdataset._imageloaders.ImageBase property)
(zarrdataset.ImageBase property)
collection (zarrdataset._imageloaders.ImageCollection attribute)
(zarrdataset.ImageCollection attribute)
compute_chunks() (zarrdataset._samplers.PatchSampler method)
(zarrdataset.PatchSampler method)
compute_patches() (zarrdataset._samplers.PatchSampler method)
(zarrdataset.PatchSampler method)
compute_sampling_positions() (zarrdataset._samplers.BlueNoisePatchSampler method)
(zarrdataset.BlueNoisePatchSampler method)
connect_s3() (in module zarrdataset)
(in module zarrdataset._utils)
D
DatasetSpecs (class in zarrdataset)
(class in zarrdataset._zarrdataset)
F
free_sampler() (zarrdataset._zarrdataset.ImageSample method)
I
im_id (zarrdataset._zarrdataset.ImageSample attribute)
image2array() (in module zarrdataset)
(in module zarrdataset._imageloaders)
ImageBase (class in zarrdataset)
(class in zarrdataset._imageloaders)
ImageCollection (class in zarrdataset)
(class in zarrdataset._imageloaders)
ImageLoader (class in zarrdataset)
(class in zarrdataset._imageloaders)
ImageSample (class in zarrdataset._zarrdataset)
ImagesDatasetSpecs (class in zarrdataset)
(class in zarrdataset._zarrdataset)
isconsolidated() (in module zarrdataset)
(in module zarrdataset._utils)
L
LabelsDatasetSpecs (class in zarrdataset)
(class in zarrdataset._zarrdataset)
M
map_axes_order() (in module zarrdataset)
(in module zarrdataset._utils)
MaskGenerator (class in zarrdataset)
(class in zarrdataset._maskfuncs)
MasksDatasetSpecs (class in zarrdataset)
(class in zarrdataset._zarrdataset)
mode (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset._imageloaders.ImageLoader attribute)
(zarrdataset.ImageBase attribute)
(zarrdataset.ImageLoader attribute)
module
zarrdataset
zarrdataset._augs
zarrdataset._imageloaders
zarrdataset._maskfuncs
zarrdataset._samplers
zarrdataset._utils
zarrdataset._zarrdataset
N
next_patch() (zarrdataset._zarrdataset.ImageSample method)
num_patches (zarrdataset._zarrdataset.ImageSample attribute)
P
parse_metadata() (in module zarrdataset)
(in module zarrdataset._utils)
parse_rois() (in module zarrdataset)
(in module zarrdataset._utils)
PatchSampler (class in zarrdataset)
(class in zarrdataset._samplers)
permute_order (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset.ImageBase attribute)
PYTORCH_SUPPORT (in module zarrdataset._zarrdataset)
R
reference_mode (zarrdataset._imageloaders.ImageCollection attribute)
(zarrdataset.ImageCollection attribute)
rescale() (zarrdataset._imageloaders.ImageBase method)
(zarrdataset.ImageBase method)
reset_scales() (zarrdataset._imageloaders.ImageCollection method)
(zarrdataset.ImageCollection method)
roi (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset._imageloaders.ImageLoader attribute)
(zarrdataset.ImageBase attribute)
(zarrdataset.ImageLoader attribute)
roi_slices (zarrdataset._imageloaders.ImageLoader attribute)
(zarrdataset.ImageLoader attribute)
S
scale (zarrdataset._imageloaders.ImageBase property)
(zarrdataset.ImageBase property)
scale_coords() (in module zarrdataset)
(in module zarrdataset._utils)
select_axes() (in module zarrdataset)
(in module zarrdataset._utils)
shape (zarrdataset._imageloaders.ImageBase property)
(zarrdataset.ImageBase property)
source_axes (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset._imageloaders.ImageLoader attribute)
(zarrdataset.ImageBase attribute)
(zarrdataset.ImageLoader attribute)
spatial_axes (zarrdataset._imageloaders.ImageBase attribute)
(zarrdataset._imageloaders.ImageCollection attribute)
(zarrdataset._imageloaders.ImageLoader attribute)
(zarrdataset._samplers.PatchSampler attribute)
(zarrdataset.ImageBase attribute)
(zarrdataset.ImageCollection attribute)
(zarrdataset.ImageLoader attribute)
(zarrdataset.PatchSampler attribute)
T
TIFFFILE_SUPPORT (in module zarrdataset._imageloaders)
ToDtype (class in zarrdataset)
(class in zarrdataset._augs)
TQDM_SUPPORT (in module zarrdataset._zarrdataset)
translate2roi() (in module zarrdataset)
(in module zarrdataset._utils)
W
WSITissueMaskGenerator (class in zarrdataset)
(class in zarrdataset._maskfuncs)
Z
zarrdataset
module
ZarrDataset (class in zarrdataset)
(class in zarrdataset._zarrdataset)
zarrdataset._augs
module
zarrdataset._imageloaders
module
zarrdataset._maskfuncs
module
zarrdataset._samplers
module
zarrdataset._utils
module
zarrdataset._zarrdataset
module
zarrdataset_worker_init_fn() (in module zarrdataset)
(in module zarrdataset._zarrdataset)