Datasets:
dataset stringclasses 1
value | image_id stringlengths 11 11 | image_path stringlengths 28 28 | source_image_filename stringlengths 15 15 | width int64 565 565 | height int64 584 584 | source_partition stringclasses 1
value | local_split stringclasses 1
value | xml_path stringlengths 33 33 | mask_paths dict | mask_statistics dict | source_objects listlengths 3 6 | od_annotation_present bool 2
classes | oc_annotation_present bool 2
classes | complete_odoc bool 2
classes |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DRIVE | 21_training | DRIVE/images/21_training.tif | 21_training.tif | 565 | 584 | training | train | DRIVE/annotations/21_training.xml | {
"vessel": "DRIVE/masks/vessel/21_training.png",
"odoc": "DRIVE/masks/odoc/21_training.png",
"ex": "DRIVE/masks/ex/21_training.png",
"he": "DRIVE/masks/he/21_training.png",
"ma": "DRIVE/masks/ma/21_training.png",
"se": "DRIVE/masks/se/21_training.png"
} | {
"vessel": {
"nonzero_pixels": 23728,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 5751,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 560,
"pixel_values": [
0,
255
]
},
"he": {
"nonzero_pixels":... | [
{
"class_name": "OD",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/21_training_mask_0.png"
},
{
"class_name": "EX",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/21_training_mask_1.png"
},
{
"class_name": "Vein",
"object_id": "2",
"mask_path": "DRIVE/... | true | true | true |
DRIVE | 22_training | DRIVE/images/22_training.tif | 22_training.tif | 565 | 584 | training | train | DRIVE/annotations/22_training.xml | {
"vessel": "DRIVE/masks/vessel/22_training.png",
"odoc": "DRIVE/masks/odoc/22_training.png",
"ex": "DRIVE/masks/ex/22_training.png",
"he": "DRIVE/masks/he/22_training.png",
"ma": "DRIVE/masks/ma/22_training.png",
"se": "DRIVE/masks/se/22_training.png"
} | {
"vessel": {
"nonzero_pixels": 23155,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 3973,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 164,
"pixel_values": [
0,
255
]
},
"he": {
"nonzero_pixels":... | [
{
"class_name": "OC",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/22_training_mask_0.png"
},
{
"class_name": "Vein",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/22_training_mask_1.png"
},
{
"class_name": "EX",
"object_id": "2",
"mask_path": "DRIVE/... | true | true | true |
DRIVE | 23_training | DRIVE/images/23_training.tif | 23_training.tif | 565 | 584 | training | train | DRIVE/annotations/23_training.xml | {
"vessel": "DRIVE/masks/vessel/23_training.png",
"odoc": "DRIVE/masks/odoc/23_training.png",
"ex": "DRIVE/masks/ex/23_training.png",
"he": "DRIVE/masks/he/23_training.png",
"ma": "DRIVE/masks/ma/23_training.png",
"se": "DRIVE/masks/se/23_training.png"
} | {
"vessel": {
"nonzero_pixels": 16907,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 4091,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": 0,
"pixe... | [
{
"class_name": "Vein",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/23_training_mask_0.png"
},
{
"class_name": "OD",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/23_training_mask_1.png"
},
{
"class_name": "OC",
"object_id": "2",
"mask_path": "DRIVE/... | true | true | true |
DRIVE | 24_training | DRIVE/images/24_training.tif | 24_training.tif | 565 | 584 | training | train | DRIVE/annotations/24_training.xml | {
"vessel": "DRIVE/masks/vessel/24_training.png",
"odoc": "DRIVE/masks/odoc/24_training.png",
"ex": "DRIVE/masks/ex/24_training.png",
"he": "DRIVE/masks/he/24_training.png",
"ma": "DRIVE/masks/ma/24_training.png",
"se": "DRIVE/masks/se/24_training.png"
} | {
"vessel": {
"nonzero_pixels": 27720,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 4055,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": 0... | [
{
"class_name": "Artery",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/24_training_mask_0.png"
},
{
"class_name": "OD",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/24_training_mask_1.png"
},
{
"class_name": "Vein",
"object_id": "2",
"mask_path": "DR... | true | true | true |
DRIVE | 25_training | DRIVE/images/25_training.tif | 25_training.tif | 565 | 584 | training | train | DRIVE/annotations/25_training.xml | {
"vessel": "DRIVE/masks/vessel/25_training.png",
"odoc": "DRIVE/masks/odoc/25_training.png",
"ex": "DRIVE/masks/ex/25_training.png",
"he": "DRIVE/masks/he/25_training.png",
"ma": "DRIVE/masks/ma/25_training.png",
"se": "DRIVE/masks/se/25_training.png"
} | {
"vessel": {
"nonzero_pixels": 23200,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 6842,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 416,
"pixel_values": [
0,
255
]
},
"he": {
"nonzero_pixels":... | [
{
"class_name": "Artery",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/25_training_mask_0.png"
},
{
"class_name": "EX",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/25_training_mask_1.png"
},
{
"class_name": "OC",
"object_id": "2",
"mask_path": "DRIV... | true | true | true |
DRIVE | 26_training | DRIVE/images/26_training.tif | 26_training.tif | 565 | 584 | training | train | DRIVE/annotations/26_training.xml | {
"vessel": "DRIVE/masks/vessel/26_training.png",
"odoc": "DRIVE/masks/odoc/26_training.png",
"ex": "DRIVE/masks/ex/26_training.png",
"he": "DRIVE/masks/he/26_training.png",
"ma": "DRIVE/masks/ma/26_training.png",
"se": "DRIVE/masks/se/26_training.png"
} | {
"vessel": {
"nonzero_pixels": 22561,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 4733,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 561,
"pixel_values": [
0,
255
]
},
"he": {
"nonzero_pixels":... | [
{
"class_name": "OC",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/26_training_mask_0.png"
},
{
"class_name": "Vein",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/26_training_mask_1.png"
},
{
"class_name": "OD",
"object_id": "2",
"mask_path": "DRIVE/... | true | true | true |
DRIVE | 28_training | DRIVE/images/28_training.tif | 28_training.tif | 565 | 584 | training | train | DRIVE/annotations/28_training.xml | {
"vessel": "DRIVE/masks/vessel/28_training.png",
"odoc": "DRIVE/masks/odoc/28_training.png",
"ex": "DRIVE/masks/ex/28_training.png",
"he": "DRIVE/masks/he/28_training.png",
"ma": "DRIVE/masks/ma/28_training.png",
"se": "DRIVE/masks/se/28_training.png"
} | {
"vessel": {
"nonzero_pixels": 26899,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 5677,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": 0,
"pixe... | [
{
"class_name": "OD",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/28_training_mask_0.png"
},
{
"class_name": "OC",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/28_training_mask_1.png"
},
{
"class_name": "Artery",
"object_id": "2",
"mask_path": "DRIV... | true | true | true |
DRIVE | 30_training | DRIVE/images/30_training.tif | 30_training.tif | 565 | 584 | training | train | DRIVE/annotations/30_training.xml | {
"vessel": "DRIVE/masks/vessel/30_training.png",
"odoc": "DRIVE/masks/odoc/30_training.png",
"ex": "DRIVE/masks/ex/30_training.png",
"he": "DRIVE/masks/he/30_training.png",
"ma": "DRIVE/masks/ma/30_training.png",
"se": "DRIVE/masks/se/30_training.png"
} | {
"vessel": {
"nonzero_pixels": 24927,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"ex": {
"nonzero_pixels": 277,
"pixel_values": [
0,
255
]
},
"he": {
"nonzero_pixels": 0,
"pixel... | [
{
"class_name": "Artery",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/30_training_mask_0.png"
},
{
"class_name": "Vein",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/30_training_mask_1.png"
},
{
"class_name": "EX",
"object_id": "2",
"mask_path": "DR... | false | false | false |
DRIVE | 31_training | DRIVE/images/31_training.tif | 31_training.tif | 565 | 584 | training | train | DRIVE/annotations/31_training.xml | {
"vessel": "DRIVE/masks/vessel/31_training.png",
"odoc": "DRIVE/masks/odoc/31_training.png",
"ex": "DRIVE/masks/ex/31_training.png",
"he": "DRIVE/masks/he/31_training.png",
"ma": "DRIVE/masks/ma/31_training.png",
"se": "DRIVE/masks/se/31_training.png"
} | {
"vessel": {
"nonzero_pixels": 19382,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 6385,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": 0... | [
{
"class_name": "Artery",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/31_training_mask_0.png"
},
{
"class_name": "OC",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/31_training_mask_1.png"
},
{
"class_name": "Vein",
"object_id": "2",
"mask_path": "DR... | true | true | true |
DRIVE | 33_training | DRIVE/images/33_training.tif | 33_training.tif | 565 | 584 | training | train | DRIVE/annotations/33_training.xml | {
"vessel": "DRIVE/masks/vessel/33_training.png",
"odoc": "DRIVE/masks/odoc/33_training.png",
"ex": "DRIVE/masks/ex/33_training.png",
"he": "DRIVE/masks/he/33_training.png",
"ma": "DRIVE/masks/ma/33_training.png",
"se": "DRIVE/masks/se/33_training.png"
} | {
"vessel": {
"nonzero_pixels": 23790,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 5608,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": 0,
"pixe... | [
{
"class_name": "OC",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/33_training_mask_0.png"
},
{
"class_name": "OD",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/33_training_mask_1.png"
},
{
"class_name": "Artery",
"object_id": "2",
"mask_path": "DRIV... | true | true | true |
DRIVE | 34_training | DRIVE/images/34_training.tif | 34_training.tif | 565 | 584 | training | train | DRIVE/annotations/34_training.xml | {
"vessel": "DRIVE/masks/vessel/34_training.png",
"odoc": "DRIVE/masks/odoc/34_training.png",
"ex": "DRIVE/masks/ex/34_training.png",
"he": "DRIVE/masks/he/34_training.png",
"ma": "DRIVE/masks/ma/34_training.png",
"se": "DRIVE/masks/se/34_training.png"
} | {
"vessel": {
"nonzero_pixels": 20030,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 16110,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": ... | [
{
"class_name": "Artery",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/34_training_mask_0.png"
},
{
"class_name": "HE",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/34_training_mask_1.png"
},
{
"class_name": "OD",
"object_id": "2",
"mask_path": "DRIV... | true | true | true |
DRIVE | 35_training | DRIVE/images/35_training.tif | 35_training.tif | 565 | 584 | training | train | DRIVE/annotations/35_training.xml | {
"vessel": "DRIVE/masks/vessel/35_training.png",
"odoc": "DRIVE/masks/odoc/35_training.png",
"ex": "DRIVE/masks/ex/35_training.png",
"he": "DRIVE/masks/he/35_training.png",
"ma": "DRIVE/masks/ma/35_training.png",
"se": "DRIVE/masks/se/35_training.png"
} | {
"vessel": {
"nonzero_pixels": 25702,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 3797,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": 0... | [
{
"class_name": "OD",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/35_training_mask_0.png"
},
{
"class_name": "Artery",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/35_training_mask_1.png"
},
{
"class_name": "Vein",
"object_id": "2",
"mask_path": "DR... | true | true | true |
DRIVE | 36_training | DRIVE/images/36_training.tif | 36_training.tif | 565 | 584 | training | train | DRIVE/annotations/36_training.xml | {
"vessel": "DRIVE/masks/vessel/36_training.png",
"odoc": "DRIVE/masks/odoc/36_training.png",
"ex": "DRIVE/masks/ex/36_training.png",
"he": "DRIVE/masks/he/36_training.png",
"ma": "DRIVE/masks/ma/36_training.png",
"se": "DRIVE/masks/se/36_training.png"
} | {
"vessel": {
"nonzero_pixels": 27985,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 5159,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 766,
"pixel_values": [
0,
255
]
},
"he": {
"nonze... | [
{
"class_name": "Vein",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/36_training_mask_0.png"
},
{
"class_name": "Artery",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/36_training_mask_1.png"
},
{
"class_name": "OD",
"object_id": "2",
"mask_path": "DR... | true | true | true |
DRIVE | 37_training | DRIVE/images/37_training.tif | 37_training.tif | 565 | 584 | training | train | DRIVE/annotations/37_training.xml | {
"vessel": "DRIVE/masks/vessel/37_training.png",
"odoc": "DRIVE/masks/odoc/37_training.png",
"ex": "DRIVE/masks/ex/37_training.png",
"he": "DRIVE/masks/he/37_training.png",
"ma": "DRIVE/masks/ma/37_training.png",
"se": "DRIVE/masks/se/37_training.png"
} | {
"vessel": {
"nonzero_pixels": 25777,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 5214,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 194,
"pixel_values": [
0,
255
]
},
"he": {
"nonzero_pixels":... | [
{
"class_name": "Vein",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/37_training_mask_0.png"
},
{
"class_name": "EX",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/37_training_mask_1.png"
},
{
"class_name": "OD",
"object_id": "2",
"mask_path": "DRIVE/... | true | true | true |
DRIVE | 38_training | DRIVE/images/38_training.tif | 38_training.tif | 565 | 584 | training | train | DRIVE/annotations/38_training.xml | {
"vessel": "DRIVE/masks/vessel/38_training.png",
"odoc": "DRIVE/masks/odoc/38_training.png",
"ex": "DRIVE/masks/ex/38_training.png",
"he": "DRIVE/masks/he/38_training.png",
"ma": "DRIVE/masks/ma/38_training.png",
"se": "DRIVE/masks/se/38_training.png"
} | {
"vessel": {
"nonzero_pixels": 28026,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 4726,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 115,
"pixel_values": [
0,
255
]
},
"he": {
"nonze... | [
{
"class_name": "Vein",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/38_training_mask_0.png"
},
{
"class_name": "Artery",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/38_training_mask_1.png"
},
{
"class_name": "EX",
"object_id": "2",
"mask_path": "DR... | true | true | true |
DRIVE | 39_training | DRIVE/images/39_training.tif | 39_training.tif | 565 | 584 | training | train | DRIVE/annotations/39_training.xml | {
"vessel": "DRIVE/masks/vessel/39_training.png",
"odoc": "DRIVE/masks/odoc/39_training.png",
"ex": "DRIVE/masks/ex/39_training.png",
"he": "DRIVE/masks/he/39_training.png",
"ma": "DRIVE/masks/ma/39_training.png",
"se": "DRIVE/masks/se/39_training.png"
} | {
"vessel": {
"nonzero_pixels": 26621,
"pixel_values": [
0,
254,
255
]
},
"odoc": {
"nonzero_pixels": 4605,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 0,
"pixel_values": [
0
]
},
"he": {
"nonzero_pixels": 0... | [
{
"class_name": "OC",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/39_training_mask_0.png"
},
{
"class_name": "Vein",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/39_training_mask_1.png"
},
{
"class_name": "OD",
"object_id": "2",
"mask_path": "DRIVE/... | true | true | true |
DRIVE | 40_training | DRIVE/images/40_training.tif | 40_training.tif | 565 | 584 | training | train | DRIVE/annotations/40_training.xml | {
"vessel": "DRIVE/masks/vessel/40_training.png",
"odoc": "DRIVE/masks/odoc/40_training.png",
"ex": "DRIVE/masks/ex/40_training.png",
"he": "DRIVE/masks/he/40_training.png",
"ma": "DRIVE/masks/ma/40_training.png",
"se": "DRIVE/masks/se/40_training.png"
} | {
"vessel": {
"nonzero_pixels": 25318,
"pixel_values": [
0,
255
]
},
"odoc": {
"nonzero_pixels": 4108,
"pixel_values": [
0,
127,
255
]
},
"ex": {
"nonzero_pixels": 73,
"pixel_values": [
0,
255
]
},
"he": {
"nonzero_pixels": ... | [
{
"class_name": "EX",
"object_id": "0",
"mask_path": "DRIVE/annotations/Masks/40_training_mask_0.png"
},
{
"class_name": "OC",
"object_id": "1",
"mask_path": "DRIVE/annotations/Masks/40_training_mask_1.png"
},
{
"class_name": "OD",
"object_id": "2",
"mask_path": "DRIVE/an... | true | true | true |
RetSAM-Reannotation
Original fundus images and reannotations associated with RetSAM, grouped by source dataset.
| Dataset | Images | Vessel | OD | OC | EX | HE |
|---|---|---|---|---|---|---|
| DRIVE | 40 | 40 | 39 | 39 | 16 | 8 |
| HRF | 45 | 45 | 45 | 45 | 21 | 38 |
| GAMMA | 100 | 100 | 100 | 98 | 16 | 3 |
| IDRiD | 81 | 81 | 79 | 79 | 78 | 80 |
| Total | 266 | 266 | 263 | 261 | 131 | 129 |
Annotation columns count images with nonempty labels. OD/OC = optic disc/cup; EX = hard exudates; HE = hemorrhages. MA and SE masks are included but are all empty in this export.
Included: 266 original images, 266 XML files, 1,354 raw object masks, and 1,596 merged masks (six per image). All image and annotation files retain their original bytes.
Each of DRIVE/, HRF/, GAMMA/, and IDRiD/ contains:
images/: original photographs.annotations/: complete source XML andMasks/with individual objects, including separate artery and vein labels.masks/{vessel,odoc,ex,he,ma,se}/: merged grayscale masks.metadata.jsonlandsplits/: image mapping and existing local train/val/test assignments. Paths are relative to the repository root.
Encoding: OD/OC: 0 = background, 127 = disc excluding cup, 255 = cup; full disc = mask > 0. Other merged masks: foreground = mask > 0. Raw RGBA object masks: foreground = alpha > 0.
Missing OD/OC: DRIVE 30_training and IDRiD IDRiD_10, IDRiD_66 lack both; GAMMA 0024, 0080 lack OC. Missing annotations are not verified negatives. GAMMA contains 100 public training images; its local splits do not represent hidden challenge test labels.
Original image terms remain those of DRIVE, HRF, GAMMA, and IDRiD. No additional annotation license is assigned here.
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