Hugging Face's logo

Datasets:
Francesco
/
abdomen-mri

Tasks:
Object Detection
Languages: English
Multilinguality: monolingual
Size Categories: 1K<n<10K
Language Creators: found
Annotations Creators: crowdsourced
Source Datasets: original
Tags: rf100
License:
Dataset card Viewer Files Community
Dataset Viewer
Auto-converted to Parquet
Viewer
image_id
int64
0
1.89k
image
imagewidth (px)
640
640
width
int32
640
640
height
int32
640
640
objects
sequence
1,538
640
640
{ "id": [ 1567 ], "area": [ 36347 ], "bbox": [ [ 108, 143, 167.5, 217 ] ], "category": [ 1 ] }
1,195
640
640
{ "id": [ 1219 ], "area": [ 17773 ], "bbox": [ [ 297, 148, 123, 144.5 ] ], "category": [ 1 ] }
1,216
640
640
{ "id": [ 1240 ], "area": [ 24453 ], "bbox": [ [ 294, 156, 143, 171 ] ], "category": [ 1 ] }
165
640
640
{ "id": [ 169 ], "area": [ 5106 ], "bbox": [ [ 296, 147, 74, 69 ] ], "category": [ 1 ] }
276
640
640
{ "id": [ 282 ], "area": [ 13653 ], "bbox": [ [ 392, 143, 111, 123 ] ], "category": [ 1 ] }
986
640
640
{ "id": [ 1005 ], "area": [ 14279 ], "bbox": [ [ 262, 206, 109, 131 ] ], "category": [ 1 ] }
791
640
640
{ "id": [ 807 ], "area": [ 67188 ], "bbox": [ [ 266, 214, 218.5, 307.5 ] ], "category": [ 1 ] }
973
640
640
{ "id": [ 992 ], "area": [ 34756 ], "bbox": [ [ 180, 192, 167.5, 207.5 ] ], "category": [ 1 ] }
1,590
640
640
{ "id": [ 1619 ], "area": [ 22160 ], "bbox": [ [ 142, 149, 138.5, 160 ] ], "category": [ 1 ] }
298
640
640
{ "id": [ 304 ], "area": [ 21883 ], "bbox": [ [ 277, 157, 161.5, 135.5 ] ], "category": [ 1 ] }
257
640
640
{ "id": [ 263 ], "area": [ 9066 ], "bbox": [ [ 289, 152, 78.5, 115.5 ] ], "category": [ 1 ] }
755
640
640
{ "id": [ 768, 769 ], "area": [ 16393, 19810 ], "bbox": [ [ 109, 168, 152.5, 107.5 ], [ 362, 151, 141.5, 140 ] ], "category": [ 1, 1 ] }
912
640
640
{ "id": [ 929 ], "area": [ 40953 ], "bbox": [ [ 335, 172, 167.5, 244.5 ] ], "category": [ 1 ] }
1,183
640
640
{ "id": [ 1207 ], "area": [ 18760 ], "bbox": [ [ 316, 140, 140, 134 ] ], "category": [ 1 ] }
1,772
640
640
{ "id": [ 1805 ], "area": [ 39853 ], "bbox": [ [ 251, 189, 163, 244.5 ] ], "category": [ 1 ] }
1,063
640
640
{ "id": [ 1083 ], "area": [ 43340 ], "bbox": [ [ 160, 159, 197, 220 ] ], "category": [ 1 ] }
1,026
640
640
{ "id": [ 1045 ], "area": [ 51491 ], "bbox": [ [ 191, 158, 172.5, 298.5 ] ], "category": [ 1 ] }
1,421
640
640
{ "id": [ 1446 ], "area": [ 8232 ], "bbox": [ [ 165, 143, 89, 92.5 ] ], "category": [ 1 ] }
931
640
640
{ "id": [ 950 ], "area": [ 48866 ], "bbox": [ [ 263, 237, 207.5, 235.5 ] ], "category": [ 1 ] }
533
640
640
{ "id": [ 543 ], "area": [ 28966 ], "bbox": [ [ 236, 186, 157, 184.5 ] ], "category": [ 1 ] }
536
640
640
{ "id": [ 546 ], "area": [ 28086 ], "bbox": [ [ 152, 106, 151, 186 ] ], "category": [ 1 ] }
1,284
640
640
{ "id": [ 1308 ], "area": [ 56261 ], "bbox": [ [ 195, 171, 221.5, 254 ] ], "category": [ 1 ] }
1,653
640
640
{ "id": [ 1683 ], "area": [ 41658 ], "bbox": [ [ 174, 131, 172.5, 241.5 ] ], "category": [ 1 ] }
1,023
640
640
{ "id": [ 1042 ], "area": [ 59713 ], "bbox": [ [ 256, 166, 211, 283 ] ], "category": [ 1 ] }
842
640
640
{ "id": [ 858 ], "area": [ 8516 ], "bbox": [ [ 288, 149, 81.5, 104.5 ] ], "category": [ 1 ] }
613
640
640
{ "id": [ 626 ], "area": [ 47806 ], "bbox": [ [ 248, 140, 203, 235.5 ] ], "category": [ 1 ] }
729
640
640
{ "id": [ 742 ], "area": [ 21607 ], "bbox": [ [ 307, 142, 129, 167.5 ] ], "category": [ 1 ] }
821
640
640
{ "id": [ 837 ], "area": [ 33430 ], "bbox": [ [ 234, 134, 171, 195.5 ] ], "category": [ 1 ] }
921
640
640
{ "id": [ 939 ], "area": [ 19600 ], "bbox": [ [ 299, 120, 140, 140 ] ], "category": [ 1 ] }
1,314
640
640
{ "id": [ 1338 ], "area": [ 68427 ], "bbox": [ [ 105, 129, 252.5, 271 ] ], "category": [ 1 ] }
1,613
640
640
{ "id": [ 1643 ], "area": [ 49726 ], "bbox": [ [ 248, 152, 221.5, 224.5 ] ], "category": [ 1 ] }
1,252
640
640
{ "id": [ 1276 ], "area": [ 46494 ], "bbox": [ [ 227, 154, 189, 246 ] ], "category": [ 1 ] }
838
640
640
{ "id": [ 854 ], "area": [ 33418 ], "bbox": [ [ 228, 156, 154, 217 ] ], "category": [ 1 ] }
99
640
640
{ "id": [ 102 ], "area": [ 15243 ], "bbox": [ [ 205, 160, 112.5, 135.5 ] ], "category": [ 1 ] }
673
640
640
{ "id": [ 686 ], "area": [ 14152 ], "bbox": [ [ 249, 149, 127.5, 111 ] ], "category": [ 1 ] }
567
640
640
{ "id": [ 579 ], "area": [ 45643 ], "bbox": [ [ 180, 140, 189, 241.5 ] ], "category": [ 1 ] }
528
640
640
{ "id": [ 538 ], "area": [ 41733 ], "bbox": [ [ 228, 188, 191, 218.5 ] ], "category": [ 1 ] }
1,610
640
640
{ "id": [ 1640 ], "area": [ 23701 ], "bbox": [ [ 272, 119, 141.5, 167.5 ] ], "category": [ 1 ] }
1,594
640
640
{ "id": [ 1623 ], "area": [ 16087 ], "bbox": [ [ 188, 132, 143, 112.5 ] ], "category": [ 1 ] }
184
640
640
{ "id": [ 189 ], "area": [ 12416 ], "bbox": [ [ 246, 128, 107.5, 115.5 ] ], "category": [ 1 ] }
1,257
640
640
{ "id": [ 1281 ], "area": [ 27302 ], "bbox": [ [ 282, 143, 163, 167.5 ] ], "category": [ 1 ] }
265
640
640
{ "id": [ 271 ], "area": [ 31786 ], "bbox": [ [ 232, 140, 147.5, 215.5 ] ], "category": [ 1 ] }
1,828
640
640
{ "id": [ 1861 ], "area": [ 75181 ], "bbox": [ [ 192, 154, 261.5, 287.5 ] ], "category": [ 1 ] }
926
640
640
{ "id": [ 944 ], "area": [ 10813 ], "bbox": [ [ 76, 109, 89, 121.5 ] ], "category": [ 1 ] }
1,253
640
640
{ "id": [ 1277 ], "area": [ 55118 ], "bbox": [ [ 266, 166, 217, 254 ] ], "category": [ 1 ] }
171
640
640
{ "id": [ 175 ], "area": [ 23030 ], "bbox": [ [ 88, 152, 140, 164.5 ] ], "category": [ 1 ] }
593
640
640
{ "id": [ 606 ], "area": [ 32400 ], "bbox": [ [ 171, 125, 180, 180 ] ], "category": [ 1 ] }
205
640
640
{ "id": [ 210 ], "area": [ 23553 ], "bbox": [ [ 239, 149, 163, 144.5 ] ], "category": [ 1 ] }
665
640
640
{ "id": [ 678 ], "area": [ 18942 ], "bbox": [ [ 174, 139, 123, 154 ] ], "category": [ 1 ] }
1,731
640
640
{ "id": [ 1762 ], "area": [ 7787 ], "bbox": [ [ 285, 135, 89, 87.5 ] ], "category": [ 1 ] }
604
640
640
{ "id": [ 617 ], "area": [ 16980 ], "bbox": [ [ 257, 174, 120, 141.5 ] ], "category": [ 1 ] }
294
640
640
{ "id": [ 300 ], "area": [ 4273 ], "bbox": [ [ 294, 143, 55.5, 77 ] ], "category": [ 1 ] }
1,412
640
640
{ "id": [ 1436 ], "area": [ 48694 ], "bbox": [ [ 196, 140, 194, 251 ] ], "category": [ 1 ] }
262
640
640
{ "id": [ 268 ], "area": [ 42822 ], "bbox": [ [ 251, 211, 183, 234 ] ], "category": [ 1 ] }
1,561
640
640
{ "id": [ 1590 ], "area": [ 13860 ], "bbox": [ [ 252, 134, 115.5, 120 ] ], "category": [ 1 ] }
1,549
640
640
{ "id": [ 1578 ], "area": [ 24408 ], "bbox": [ [ 226, 128, 141.5, 172.5 ] ], "category": [ 1 ] }
1,688
640
640
{ "id": [ 1719 ], "area": [ 17404 ], "bbox": [ [ 246, 178, 123, 141.5 ] ], "category": [ 1 ] }
409
640
640
{ "id": [ 415 ], "area": [ 15750 ], "bbox": [ [ 257, 134, 112.5, 140 ] ], "category": [ 1 ] }
941
640
640
{ "id": [ 960 ], "area": [ 13500 ], "bbox": [ [ 266, 160, 112.5, 120 ] ], "category": [ 1 ] }
503
640
640
{ "id": [ 513 ], "area": [ 36620 ], "bbox": [ [ 268, 166, 155.5, 235.5 ] ], "category": [ 1 ] }
1,704
640
640
{ "id": [ 1735 ], "area": [ 19781 ], "bbox": [ [ 309, 176, 131, 151 ] ], "category": [ 1 ] }
999
640
640
{ "id": [ 1018 ], "area": [ 74676 ], "bbox": [ [ 236, 165, 254, 294 ] ], "category": [ 1 ] }
775
640
640
{ "id": [ 790 ], "area": [ 5908 ], "bbox": [ [ 269, 137, 72.5, 81.5 ] ], "category": [ 1 ] }
1,769
640
640
{ "id": [ 1802 ], "area": [ 11913 ], "bbox": [ [ 205, 143, 114, 104.5 ] ], "category": [ 1 ] }
1,104
640
640
{ "id": [ 1126 ], "area": [ 18970 ], "bbox": [ [ 91, 154, 135.5, 140 ] ], "category": [ 1 ] }
506
640
640
{ "id": [ 516 ], "area": [ 49875 ], "bbox": [ [ 240, 143, 187.5, 266 ] ], "category": [ 1 ] }
1,830
640
640
{ "id": [ 1863 ], "area": [ 17430 ], "bbox": [ [ 351, 137, 124.5, 140 ] ], "category": [ 1 ] }
1,742
640
640
{ "id": [ 1773 ], "area": [ 7032 ], "bbox": [ [ 281, 136, 72.5, 97 ] ], "category": [ 1 ] }
90
640
640
{ "id": [ 92 ], "area": [ 30800 ], "bbox": [ [ 282, 185, 160, 192.5 ] ], "category": [ 1 ] }
1,599
640
640
{ "id": [ 1628, 1629 ], "area": [ 38486, 39270 ], "bbox": [ [ 163, 208, 191, 201.5 ], [ 355, 317, 178.5, 220 ] ], "category": [ 1, 1 ] }
1,878
640
640
{ "id": [ 1911 ], "area": [ 18071 ], "bbox": [ [ 243, 175, 118.5, 152.5 ] ], "category": [ 1 ] }
1,224
640
640
{ "id": [ 1248 ], "area": [ 12577 ], "bbox": [ [ 217, 128, 107.5, 117 ] ], "category": [ 1 ] }
450
640
640
{ "id": [ 458 ], "area": [ 5607 ], "bbox": [ [ 274, 162, 63, 89 ] ], "category": [ 1 ] }
525
640
640
{ "id": [ 535 ], "area": [ 11418 ], "bbox": [ [ 275, 141, 101.5, 112.5 ] ], "category": [ 1 ] }
945
640
640
{ "id": [ 964 ], "area": [ 21952 ], "bbox": [ [ 282, 180, 138.5, 158.5 ] ], "category": [ 1 ] }
787
640
640
{ "id": [ 803 ], "area": [ 18799 ], "bbox": [ [ 186, 97, 124.5, 151 ] ], "category": [ 1 ] }
1,524
640
640
{ "id": [ 1552 ], "area": [ 29280 ], "bbox": [ [ 265, 134, 183, 160 ] ], "category": [ 1 ] }
1,083
640
640
{ "id": [ 1104 ], "area": [ 5934 ], "bbox": [ [ 283, 148, 69, 86 ] ], "category": [ 1 ] }
63
640
640
{ "id": [ 65 ], "area": [ 68747 ], "bbox": [ [ 236, 171, 257, 267.5 ] ], "category": [ 1 ] }
110
640
640
{ "id": [ 114 ], "area": [ 25795 ], "bbox": [ [ 245, 157, 134, 192.5 ] ], "category": [ 1 ] }
911
640
640
{ "id": [ 928 ], "area": [ 35943 ], "bbox": [ [ 206, 171, 164.5, 218.5 ] ], "category": [ 1 ] }
1,760
640
640
{ "id": [ 1792 ], "area": [ 25543 ], "bbox": [ [ 266, 132, 152.5, 167.5 ] ], "category": [ 1 ] }
1,404
640
640
{ "id": [ 1428 ], "area": [ 15502 ], "bbox": [ [ 198, 117, 132.5, 117 ] ], "category": [ 1 ] }
1,154
640
640
{ "id": [ 1177 ], "area": [ 23683 ], "bbox": [ [ 218, 182, 138.5, 171 ] ], "category": [ 1 ] }
1,142
640
640
{ "id": [ 1165 ], "area": [ 25222 ], "bbox": [ [ 292, 194, 147.5, 171 ] ], "category": [ 1 ] }
1,518
640
640
{ "id": [ 1546 ], "area": [ 27051 ], "bbox": [ [ 243, 157, 167.5, 161.5 ] ], "category": [ 1 ] }
121
640
640
{ "id": [ 125 ], "area": [ 11599 ], "bbox": [ [ 242, 125, 104.5, 111 ] ], "category": [ 1 ] }
919
640
640
{ "id": [ 937 ], "area": [ 8093 ], "bbox": [ [ 308, 128, 92.5, 87.5 ] ], "category": [ 1 ] }
1,439
640
640
{ "id": [ 1465 ], "area": [ 13243 ], "bbox": [ [ 237, 183, 109, 121.5 ] ], "category": [ 1 ] }
1,706
640
640
{ "id": [ 1737 ], "area": [ 16447 ], "bbox": [ [ 280, 146, 129, 127.5 ] ], "category": [ 1 ] }
697
640
640
{ "id": [ 710 ], "area": [ 17773 ], "bbox": [ [ 249, 148, 144.5, 123 ] ], "category": [ 1 ] }
1,097
640
640
{ "id": [ 1118, 1119 ], "area": [ 17603, 18843 ], "bbox": [ [ 254, 157, 109, 161.5 ], [ 132, 174, 112.5, 167.5 ] ], "category": [ 1, 1 ] }
772
640
640
{ "id": [ 787 ], "area": [ 16254 ], "bbox": [ [ 213, 167, 126, 129 ] ], "category": [ 1 ] }
51
640
640
{ "id": [ 52 ], "area": [ 18143 ], "bbox": [ [ 291, 112, 138.5, 131 ] ], "category": [ 1 ] }
354
640
640
{ "id": [ 360 ], "area": [ 18759 ], "bbox": [ [ 280, 174, 111, 169 ] ], "category": [ 1 ] }
723
640
640
{ "id": [ 736 ], "area": [ 37267 ], "bbox": [ [ 220, 203, 166, 224.5 ] ], "category": [ 1 ] }
419
640
640
{ "id": [ 425, 426 ], "area": [ 35730, 54792 ], "bbox": [ [ 300, 196, 198.5, 180 ], [ 289, 174, 217, 252.5 ] ], "category": [ 1, 1 ] }
797
640
640
{ "id": [ 813 ], "area": [ 11377 ], "bbox": [ [ 255, 163, 92.5, 123 ] ], "category": [ 1 ] }
146
640
640
{ "id": [ 150 ], "area": [ 10743 ], "bbox": [ [ 238, 135, 95.5, 112.5 ] ], "category": [ 1 ] }
1,079
640
640
{ "id": [ 1100 ], "area": [ 15533 ], "bbox": [ [ 289, 154, 107.5, 144.5 ] ], "category": [ 1 ] }
End of preview. Expand in Dataset Viewer.

Dataset Card for abdomen-mri

** The original COCO dataset is stored at dataset.tar.gz**

Dataset Summary

abdomen-mri

Supported Tasks and Leaderboards

  • object-detection: The dataset can be used to train a model for Object Detection.

Languages

English

Dataset Structure

Data Instances

A data point comprises an image and its object annotations.

{
  'image_id': 15,
  'image': <PIL.JpegImagePlugin.JpegImageFile image mode=RGB size=640x640 at 0x2373B065C18>,
  'width': 964043,
  'height': 640,
  'objects': {
    'id': [114, 115, 116, 117], 
    'area': [3796, 1596, 152768, 81002],
    'bbox': [
      [302.0, 109.0, 73.0, 52.0],
      [810.0, 100.0, 57.0, 28.0],
      [160.0, 31.0, 248.0, 616.0],
      [741.0, 68.0, 202.0, 401.0]
    ], 
    'category': [4, 4, 0, 0]
  }
}

Data Fields

  • image: the image id
  • image: PIL.Image.Image object containing the image. Note that when accessing the image column: dataset[0]["image"] the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image" column, i.e. dataset[0]["image"] should always be preferred over dataset["image"][0]
  • width: the image width
  • height: the image height
  • objects: a dictionary containing bounding box metadata for the objects present on the image
    • id: the annotation id
    • area: the area of the bounding box
    • bbox: the object's bounding box (in the coco format)
    • category: the object's category.

Who are the annotators?

Annotators are Roboflow users

Additional Information

Licensing Information

See original homepage https://universe.roboflow.com/object-detection/abdomen-mri

Citation Information 

@misc{ abdomen-mri,
    title = { abdomen mri Dataset },
    type = { Open Source Dataset },
    author = { Roboflow 100 },
    howpublished = { \url{ https://universe.roboflow.com/object-detection/abdomen-mri } },
    url = { https://universe.roboflow.com/object-detection/abdomen-mri },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2022 },
    month = { nov },
    note = { visited on 2023-03-29 },
}"

Contributions

Thanks to @mariosasko for adding this dataset.

Downloads last month
1
Edit dataset card
Homepage:
universe.roboflow.com
Point of Contact:
francesco.zuppichini@gmail.com
Size of downloaded dataset files:
86.5 MB
Size of the auto-converted Parquet files:
86.5 MB
Number of rows:
2,604

Models trained or fine-tuned on Francesco/abdomen-mri