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Datasets:
wellesley-easel
/
randall-open-segmentations

Tasks:
Image Segmentation
Modalities:
Image
Text
Formats:
parquet
Size:
< 1K
Tags:
image
medieval-manuscripts
semantic-segmentation
Libraries:
Datasets
Dask
Polars
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Dataset card Data Studio Files
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stringlengths
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36
36
pixel_values
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2.26k
9.95k
labels
imagewidth (px)
2.26k
9.95k
label_status
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1 value
segments_metadata
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1 value
segments_annotations
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2
329
source_image_credit
stringlengths
28
116
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Walters Art Museum, MS W.82, fol. 164r.
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Walters Art Museum, MS W.102, fol. 29r.
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Walters Art Museum, MS W.85, fol. 14r.
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Walters Art Museum, MS W.45, fol. 75r.
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Walters Art Museum, MS W.37, fol. 19r.
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Walters Art Museum, MS W.37, fol. 79r.
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Walters Art Museum, MS W.45, fol. 195r.
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Walters Art Museum, MS W.85, fol. 4v.
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The J. Paul Getty Museum, Ruskin Hours, 83.ML.99, fol. 103v. Digital image courtesy of Getty's Open Content Program.
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The J. Paul Getty Museum, Ruskin Hours, 83.ML.99, fol. 108v. Digital image courtesy of Getty's Open Content Program.
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Walters Art Museum, MS W.85, fol. 22r.
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Walters Art Museum, MS W.87, fol. 64r.
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Walters Art Museum, MS W.87, fol. 108v.
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The J. Paul Getty Museum, Breviary, 83.ML.98, fol. 357. Digital image courtesy of Getty's Open Content Program.
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Walters Art Museum, MS W.90, fol. 239r.
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Walters Art Museum, MS W.85, fol. 104r.
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Walters Art Museum, MS W.85, fol. 74r.
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Walters Art Museum, MS W.85, fol. 59r.
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Walters Art Museum, MS W.85, fol. 89r.
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Walters Art Museum, MS W.90, fol. 29r.
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Walters Art Museum, MS W.90, fol. 44r.
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Walters Art Museum, MS W.90, fol. 74r.
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Walters Art Museum, MS W.90.
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Walters Art Museum, MS W.90, fol. 104r.
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Walters Art Museum, MS W.90, fol. 59r.
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Walters Art Museum, MS W.90, fol. 14r.
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Walters Art Museum, MS W.85, fol. 119r.
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Walters Art Museum, MS W.90, fol. 164r.
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Walters Art Museum, MS W.90, fol. 89r.
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Walters Art Museum, MS W.90, fol. 134r.
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Walters Art Museum, MS W.90, fol. 209r.
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Walters Art Museum, MS W.90, fol. 149r.
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Walters Art Museum, MS W.90, fol. 179r.
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Walters Art Museum, MS W.90, fol. 194r.
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Walters Art Museum, MS W.90, fol. 224r.
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Walters Art Museum, MS W.90, fol. 254r.
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Walters Art Museum, MS W.102, fol. 6v.
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Walters Art Museum, MS W.102, fol. 21v.
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Walters Art Museum, MS W.102, Upper board outside.
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Walters Art Museum, MS W.102, fol. 14r.
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Walters Art Museum, MS W.102, fol. 44r.
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Walters Art Museum, MS W.102, fol. 36v.
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Walters Art Museum, MS W.102, fol. 51v.
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Walters Art Museum, MS W.102, fol. 59r.
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Walters Art Museum, MS W.102, fol. 66v.
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Walters Art Museum, MS W.90, fol. 119r.
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Walters Art Museum, MS W.37, fol. 9r.
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Walters Art Museum, MS W.37, fol. 29r.
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Walters Art Museum, MS W.37.
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Walters Art Museum, MS W.37, fol. 49r.
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Walters Art Museum, MS W.37, fol. 59r.
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Walters Art Museum, MS W.37, fol. 69r.
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Walters Art Museum, MS W.37, fol. 89r.
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Walters Art Museum, MS W.37, fol. 99r.
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Walters Art Museum, MS W.37, fol. 109r.
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Walters Art Museum, MS W.37, fol. 119r.
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Walters Art Museum, MS W.37, fol. 129r.
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Walters Art Museum, MS W.37, fol. 139r.
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Walters Art Museum, MS W.37, fol. 169r.
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Walters Art Museum, MS W.37, fol. 149r.
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Walters Art Museum, MS W.37, fol. 159r.
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Walters Art Museum, MS W.37, fol. 189r.
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Walters Art Museum, MS W.37, fol. 199r.
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Walters Art Museum, MS W.39, fol. 7r.
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Walters Art Museum, MS W.37, fol. 179r.
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Walters Art Museum, MS W.39, fol. 17r.
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Walters Art Museum, MS W.39, fol. 47r.
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Walters Art Museum, MS W.39, fol. 57r.
W39_000081_600.jpg
6f0b6687-6352-4373-b478-fcadd9142a9f
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 37r.
W39_000001_1200.jpg
de1b9295-ee6c-47dd-9a6b-654b505c8ff9
LABELED
{}
[]
Walters Art Museum, MS W.39.
W39_000141_1200.jpg
06cb9f9a-33de-4f44-be1b-7a7db6282831
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 67r.
W39_000181_1200.jpg
69f8b7af-b3ba-48c4-9506-5fb2b40e09b3
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 87r.
W39_000201_600.jpg
d5be9e80-2752-4593-b1bd-ddf8f4a5f562
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 97r.
W39_000161_1200.jpg
edc8fb92-08ac-42e4-84cc-2ed532aa7e53
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 77r.
W39_000061_1200.jpg
5351835d-5d4e-43de-ae45-f677fc6498dd
LABELED
{}
[{"attributes": {}, "category_id": 3, "id": 1}, {"attributes": {}, "category_id": 5, "id": 2}]
Walters Art Museum, MS W.39, fol. 27r.
W39_000221_600.jpg
659ba7be-1f2f-4a98-a2d0-b95242822ba0
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 107r.
W39_000261_600.jpg
5f1c7893-c7eb-4869-90d9-1ed285144780
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 127r.
W39_000281_600.jpg
952691ee-3d56-455c-8f54-e91741e3b634
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 137r.
W39_000241_1200.jpg
29bc7009-5c29-4ae8-a093-15d2d1a1a17c
LABELED
{}
[{"attributes": {}, "category_id": 3, "id": 1}, {"attributes": {}, "category_id": 5, "id": 2}]
Walters Art Museum, MS W.39, fol. 117r.
W39_000301_600.jpg
287eddc2-ad00-4b11-a311-5b4224cd3847
LABELED
{}
[{"attributes": {}, "category_id": 1, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}]
Walters Art Museum, MS W.39, fol. 147r.
W39_000321_1200.jpg
5ef828fa-04a2-48f7-8d13-5f7158c55971
LABELED
{}
[{"attributes": {}, "category_id": 3, "id": 1}, {"attributes": {}, "category_id": 5, "id": 2}]
Walters Art Museum, MS W.39, fol. 157r.
W45_000032_600.jpg
dfc5b639-9c51-4c66-b045-e5a34a337091
LABELED
{}
[]
Walters Art Museum, MS W.45, fol. 15r.
W45_000062_600.jpg
fc5f1982-81a3-4279-88cb-3c730fb62758
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 30r.
W45_000122_600.jpg
82c29332-af79-44c7-9634-66ff3e70b1a8
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 60r.
W39_000341_1200.jpg
222c926d-4666-41e9-83ef-4b0efc02e19d
LABELED
{}
[]
Walters Art Museum, MS W.39, fol. 167r.
W45_000001_1200.jpg
b817428f-b715-453b-81aa-610b9541d184
LABELED
{}
[]
Walters Art Museum, MS W.45.
W45_000182_600.jpg
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LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 90r.
W45_000242_600.jpg
e618b636-7b90-464c-b978-4444afeaee3c
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 120r.
W45_000092_1200.jpg
0ec07dd9-cc4f-4c48-9079-ccc8218a7264
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 2, "id": 3}, {"attributes": {}, "category_id": 5, "id": 4}]
Walters Art Museum, MS W.45, fol. 45r.
W45_000272_600.jpg
3ff015f6-8626-434d-8176-3ce97a9516f3
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 135r.
W45_000302_600.jpg
6faa495a-f8c6-43af-8be2-e8fa20bd7a3d
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 150r.
W45_000332_600.jpg
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LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 165r.
W45_000362_600.jpg
f11a85cb-a4a7-4ec8-82f4-8cfa2026a0e0
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 180r.
W45_000452_600.jpg
0aa4fc5a-5f40-4711-9131-c9bd511ba373
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 225r.
W45_000512_600.jpg
14d02dd4-c198-4b4f-ab22-4f873daefd7c
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 255r.
W45_000482_1200.jpg
365df381-d56a-4eba-bc35-bed1678f1f01
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}, {"attributes": {}, "category_id": 3, "id": 4}, {"attributes": {}, "category_id": 2, "id": 5}]
Walters Art Museum, MS W.45, fol. 240r.
W45_000212_1200.jpg
72d120ef-b352-4788-bd7c-052f777cb888
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 5, "id": 3}, {"attributes": {}, "category_id": 2, "id": 4}]
Walters Art Museum, MS W.45, fol. 105r.
W45_000542_600.jpg
3771c0c2-59f5-490a-a06b-9c23dec2a7db
LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 6, "id": 2}]
Walters Art Museum, MS W.45, fol. 270r.
W82_000001_1200.jpg
dde8a74b-0bc5-411b-a9b9-41e79fce8fd8
LABELED
{}
[]
Walters Art Museum, MS W.82.
W45_000422_1200.jpg
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LABELED
{}
[{"attributes": {}, "category_id": 7, "id": 1}, {"attributes": {}, "category_id": 3, "id": 2}, {"attributes": {}, "category_id": 7, "id": 3}, {"attributes": {}, "category_id": 5, "id": 4}, {"attributes": {}, "category_id": 2, "id": 5}]
Walters Art Museum, MS W.45, fol. 210r.
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Randall Open Manuscript Segmentations

This is a dataset of hand-annotated segmentation maps for medieval manuscripts indexed in Lilian Randall's Images in the Margins of Gothic Manuscripts (1966). It contains 148 training pages and 21 test pages with semantic segmentation masks that distinguish 7 classes of decorative elements. Text, blank page, and other non-decorative regions pixels are grouped together into the background class.

Fields

  • name, uuid, pixel_values, labels, label_status, segments_metadata, and segments_annotations.
  • source_image_credit gives a page-specific source credit containing the holding institution, manuscript shelfmark/accession, and folio/page when one is available.
Label Category
"0" "background"
"1" "line filler"
"2" "marginal images"
"3" "painted initials"
"4" "miniatures"
"5" "borders"
"6" "pen flourishing"
"7" "pen flourished texts"

Included sources and image rights

This is a mixed-rights dataset. The license: other metadata deliberately does not claim one blanket license for every component.

Source Rows Image status Evidence
Walters Art Museum, MSS W.37, W.39, W.45, W.82, W.85, W.87, W.90, W.102, W.110 143 CC0 1.0 Walters rights and reproductions policy
J. Paul Getty Museum, Ruskin Hours, 83.ML.99 4 CC0 1.0 Getty IIIF manifest
J. Paul Getty Museum, Breviary, 83.ML.98 5 CC0 1.0 Getty IIIF manifest
Universitätsbibliothek Heidelberg, Cod. Sal. IX,51 12 Public Domain Mark 1.0 Heidelberg object record
Bayerische Staatsbibliothek, Cod.gall. 16 (bsb00056556) 5 Public Domain Mark 1.0 BSB IIIF manifest

Getty credits include the institution's suggested Open Content wording. Walters CC0 does not require attribution, but credits are supplied for scholarly traceability. Heidelberg and BSB source references are also retained in the credit field.

Selection policy and limitations

Only source manuscripts with an explicit CC0 1.0 dedication or Public Domain Mark 1.0 were included. The rights statements concern the source manuscript images. Users should still review the source records and determine whether their intended use complies with applicable law.

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