datasets.rst



Supported Datasets
Here is a list of currently support datasets in this package, alongside notable
properties.  Each dataset name is linked to the current location where raw data
can be downloaded.  We include the reference of the data split protocols used
to generate iterators for training and testing.

Supported Datasets (* provided within this package)


Dataset
Reference
H x W
Samples
Mask
Vessel
OD
Cup
Split Reference
Train
Test


DRIVE_
[DRIVE-2004]_
584 x 565
40
x
x
 
 
[DRIVE-2004]_
20
20


STARE_
[STARE-2000]_
605 x 700
20


x
 
 
[MANINIS-2016]_
10
10


CHASE-DB1_
[CHASEDB1-2012]_
960 x 999
28


x
 
 
[CHASEDB1-2012]_
8
20


HRF_
[HRF-2013]_
2336 x 3504
45
x
x
 
 
[ORLANDO-2017]_
15
30


IOSTAR_
[IOSTAR-2016]_
1024 x 1024
30
x
x
x
 
[MEYER-2017]_
20
10


DRIONS-DB_
[DRIONSDB-2008]_
400 x 600
110
 
 
x
 
[MANINIS-2016]_
60
50


`RIM-ONE r3`_
[RIMONER3-2015]_
1424 x 1072
159
 
 
x
x
[MANINIS-2016]_
99
60


Drishti-GS1_
[DRISHTIGS1-2014]_
varying
101
 
 
x
x
[DRISHTIGS1-2014]_
50
51


REFUGE_
[REFUGE-2018]_
2056 x 2124 (1634 x 1634)
1200
 
 
x
x
[REFUGE-2018]_
400 (+400)
400