Index

_

__getitem__() (Dataset method) __init__() (DatasetLoader method) __new__() (BiomarkerField method) (DiagnosisField method) (FundusField method) (ImageFormat method) (Preprocessing method)

A

annotations_infos() (Dataset method)

B

BGR (ImageFormat attribute) BiomarkerField (class in maples_dr.dataset)

BRIGHT_LESIONS (BiomarkerField attribute) BRIGHT_UNCERTAINS (BiomarkerField attribute)

C

cache_path (DatasetConfig property) cfg (DatasetLoader property) check_maples_dr_integrity() (DatasetLoader method) CLAHE (Preprocessing attribute) clahe_preprocessing() (in module maples_dr.preprocessing) clear_cache() (DatasetLoader method) (in module maples_dr)

clear_download_cache() (DatasetLoader static method) (in module maples_dr) configure() (DatasetLoader method) (in module maples_dr) COTTON_WOOL_SPOTS (BiomarkerField attribute)

D

data (Dataset property) DataSample (class in maples_dr) Dataset (class in maples_dr) DatasetConfig (class in maples_dr.config) DatasetLoader (class in maples_dr.loader)

diagnosis() (Dataset method) DiagnosisField (class in maples_dr.dataset) discover_messidor_images() (DatasetLoader static method) DR (DiagnosisField attribute) DRUSENS (BiomarkerField attribute)

E

ensure_configured() (DatasetLoader method) export() (DataSample method) (Dataset method)

export_test_set() (in module maples_dr) export_train_set() (in module maples_dr) EXUDATES (BiomarkerField attribute)

F

Field (in module maples_dr.dataset) FUNDUS (FundusField attribute)

fundus_roi() (in module maples_dr.preprocessing) FundusField (class in maples_dr.dataset)

G

get_sample_infos() (Dataset method)

H

HEMORRHAGES (BiomarkerField attribute)

I

image_format (DatasetConfig attribute) image_names() (DatasetLoader method) ImageField (in module maples_dr.dataset)

ImageFormat (class in maples_dr.config) InvalidConfigError (class in maples_dr.config) is_biomarker_segmented() (DatasetLoader method) is_configured() (DatasetLoader method)

K

keys() (DataSample method) (Dataset method)

L

load_biomarkers_annotation_infos() (DatasetLoader static method) load_dataset() (DatasetLoader method) (in module maples_dr)

load_dataset_record_and_rois() (DatasetLoader static method) load_maples_dr_diagnosis() (DatasetLoader static method) load_test_set() (in module maples_dr) load_train_set() (in module maples_dr)

M

MACULA (BiomarkerField attribute) maples_dr.preprocessing module maples_dr_folder (DatasetLoader property) MASK (FundusField attribute)

ME (DiagnosisField attribute) MEDIAN (Preprocessing attribute) median_preprocessing() (in module maples_dr.preprocessing) MICROANEURYSMS (BiomarkerField attribute) module maples_dr.preprocessing

N

name (DataSample property) NEOVASCULARIZATION (BiomarkerField attribute)

NONE (Preprocessing attribute) NotConfiguredError (class in maples_dr.loader)

O

OPTIC_CUP (BiomarkerField attribute)

OPTIC_DISC (BiomarkerField attribute)

P

PIL (ImageFormat attribute) preprocess_fundus() (in module maples_dr.preprocessing)

Preprocessing (class in maples_dr.config) preprocessing (DatasetConfig attribute)

R

RAW_FUNDUS (FundusField attribute) read_biomarker() (DataSample method) read_field() (DataSample method) read_fundus() (DataSample method) read_multiple_biomarkers() (DataSample method)

read_roi_mask() (DataSample method) RED_LESIONS (BiomarkerField attribute) RED_UNCERTAINS (BiomarkerField attribute) resize (DatasetConfig attribute) RGB (ImageFormat attribute)

S

subset() (Dataset method)

subset_by_name() (Dataset method)

V

VESSELS (BiomarkerField attribute)