mednet.data.segment.avdrive¶
AV-DRIVE dataset for Vessel Segmentation.
The DRIVE database has been established to enable comparative studies on segmentation of blood vessels in retinal images.
Reference: [SAN+04]
Original resolution (height x width): 584 x 565
Split reference: [SAN+04]
Protocol
default
:Training samples: 20 (including labels and masks)
Test samples: 20 (including labels from annotator 1 and masks)
This module contains the base declaration of common data modules and raw-data loaders for this database. All configured splits inherit from this definition.
Module Attributes
Pythonic name of this database. |
|
Key to search for in the configuration file for the root directory of this database. |
Classes
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AV_DRIVE dataset for Vessel Segmentation. |
A specialized raw-data-loader for the avdrive dataset. |
- mednet.data.segment.avdrive.DATABASE_SLUG = 'avdrive'¶
Pythonic name of this database.
- mednet.data.segment.avdrive.CONFIGURATION_KEY_DATADIR = 'datadir.avdrive'¶
Key to search for in the configuration file for the root directory of this database.
- class mednet.data.segment.avdrive.RawDataLoader[source]¶
Bases:
RawDataLoader
A specialized raw-data-loader for the avdrive dataset.
- class mednet.data.segment.avdrive.DataModule(split_path)[source]¶
Bases:
CachingDataModule
AV_DRIVE dataset for Vessel Segmentation.
- Parameters:
split_path (
Path
|Traversable
) – Path or traversable (resource) with the JSON split description to load.