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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 and Masks/ with individual objects, including separate artery and vein labels.
  • masks/{vessel,odoc,ex,he,ma,se}/: merged grayscale masks.
  • metadata.jsonl and splits/: 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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Paper for JerryWzh/RetSAM-Reannotation