Dataset Versions

v1

2024-09-09 3:55pm

Generated on Sep 9, 2024

Dataset Split

Train Set 87%
114Images
Valid Set 9%
12Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Bounding Box: Rotation: Between -15° and +15°

Similar Projects

See More
entry_structure_segmentation
Annotate
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group: Lung
 
Diaphragm
1
 
Lung
1
 
Pericardium
1
 
Right atrium
1
 
Robot-arm
2
 
Suture
1

Unused Classes

Aorta
Port

Attributes

square_mp4-0156.jpg

640x360
0.23MP

Updated Jul 5, 56661

2:49PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fit within 640x640
Rotation Applied Per Bounding Box
Brightness -4%

Annotation History

Loading...

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "Aorta": 6,
        "Diaphragm": 46,
        "Lung": 89,
        "Pericardium": 73,
        "Port": 3,
        "Right atrium": 10,
        "Robot-arm": 98,
        "Suture": 15
    },
    "datasets": [
        "S0tgPF9lx44I8X3yaiQP"
    ],
    "destination": "dd8a79727a48c135702526f434809323",
    "height": 360,
    "id": "mdOk19C4XWYOb5L7FZ2w",
    "label": [],
    "labels": [],
    "name": "square_mp4-0156.jpg",
    "numSteps": 4,
    "owner": "SsHkh5vo0oUqd6CY05PQmQAyhY62",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit within\",640,640]",
        "rotate:[[3],[9],[3],[0],[8],[3],[-13]]",
        "brightness:[-4]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        },
        {
            "name": "Rotation",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Brightness",
            "value": "-4%"
        }
    ],
    "source": "mdOk19C4XWYOb5L7FZ2w",
    "split": "train",
    "split.S0tgPF9lx44I8X3yaiQP.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",640,640]\",\n    \"rotate:[[3],[9],[3],[0],[8],[3],[-13]]\",\n    \"brightness:[-4]\"\n]",
    "updated": 1725897336564,
    "updatedDate": "Jul 5, 56661",
    "updatedTime": "2:49PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "S0tgPF9lx44I8X3yaiQP/1"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Lung",
            "x": 245.36760349999997,
            "y": 286.9435265,
            "width": 297.340955,
            "height": 120.11294699999999,
            "points": [
                [
                    220.093614,
                    337.385402
                ],
                [
                    316.644564,
                    332.658839
                ],
                [
                    321.042441,
                    333.764186
                ],
                [
                    322.007262,
                    326.704016
                ],
                [
                    320.681383,
                    301.404735
                ],
                [
                    321.610249,
                    300.021226
                ],
                [
                    387.48489,
                    295.900967
                ],
                [
                    391.794524,
                    295.341652
                ],
                [
                    394.038081,
                    293.554784
                ],
                [
                    393.565011,
                    290.909918
                ],
                [
                    388.504146,
                    283.497625
                ],
                [
                    382.846013,
                    277.452464
                ],
                [
                    377.048198,
                    275.085655
                ],
                [
                    372.861764,
                    271.633024
                ],
                [
                    370.530962,
                    271.755176
                ],
                [
                    364.347322,
                    268.408216
                ],
                [
                    364.207742,
                    265.744871
                ],
                [
                    368.359268,
                    268.531416
                ],
                [
                    372.021242,
                    268.3395
                ],
                [
                    372.600084,
                    266.639876
                ],
                [
                    370.900513,
                    266.062033
                ],
                [
                    367.292921,
                    260.909779
                ],
                [
                    363.19373,
                    259.121864
                ],
                [
                    365.751405,
                    256.985077
                ],
                [
                    362.546172,
                    253.147567
                ],
                [
                    358.815433,
                    252.008257
                ],
                [
                    355.171986,
                    246.190968
                ],
                [
                    347.324576,
                    242.930201
                ],
                [
                    345.870305,
                    240.670214
                ],
                [
                    335.8512,
                    234.185687
                ],
                [
                    323.114315,
                    233.183911
                ],
                [
                    310.272812,
                    230.185875
                ],
                [
                    299.919064,
                    230.060576
                ],
                [
                    290.406939,
                    226.887053
                ],
                [
                    272.764151,
                    227.811673
                ],
                [
                    269.383383,
                    226.987479
                ],
                [
                    262.462792,
                    228.686002
                ],
                [
                    260.728261,
                    227.441074
                ],
                [
                    252.389253,
                    227.544646
                ],
                [
                    250.391994,
                    227.649318
                ],
                [
                    238.127233,
                    229.29346
                ],
                [
                    233.589728,
                    231.867462
                ],
                [
                    197.761216,
                    236.082358
                ],
                [
                    183.306181,
                    240.510945
                ],
                [
                    172.356164,
                    241.752726
                ],
                [
                    159.530988,
                    245.428982
                ],
                [
                    146.196734,
                    252.136035
                ],
                [
                    134.352759,
                    255.427412
                ],
                [
                    119.687332,
                    262.204228
                ],
                [
                    97.819954,
                    278.036376
                ],
                [
                    96.697126,
                    282.10071
                ],
                [
                    97.008994,
                    300.776983
                ],
                [
                    99.172196,
                    342.053338
                ],
                [
                    100.370598,
                    347
                ],
                [
                    107.105222,
                    347
                ],
                [
                    205.656058,
                    342.147532
                ],
                [
                    209.300605,
                    341.623072
                ],
                [
                    213.785722,
                    338.049442
                ],
                [
                    220.093614,
                    337.385402
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Robot-arm",
            "x": 411.79924500000004,
            "y": 227.68401400000002,
            "width": 289.45635,
            "height": 185.22237,
            "points": [
                [
                    307.018024,
                    196.042708
                ],
                [
                    322.006803,
                    192.656253
                ],
                [
                    324.274862,
                    189.933935
                ],
                [
                    328.79926,
                    192.93005
                ],
                [
                    340.208426,
                    205.297527
                ],
                [
                    353.729372,
                    213.955985
                ],
                [
                    360.420656,
                    219.983446
                ],
                [
                    364.251036,
                    220.726389
                ],
                [
                    368.983962,
                    225.039093
                ],
                [
                    383.734174,
                    230.80261
                ],
                [
                    383.99495,
                    232.449087
                ],
                [
                    387.912653,
                    235.878444
                ],
                [
                    382.403578,
                    239.450228
                ],
                [
                    388.381957,
                    238.841509
                ],
                [
                    392.452927,
                    236.846102
                ],
                [
                    395.262725,
                    241.801563
                ],
                [
                    401.589878,
                    245.523602
                ],
                [
                    403.688639,
                    250.253517
                ],
                [
                    436.053965,
                    273.476376
                ],
                [
                    438.168757,
                    276.178822
                ],
                [
                    442.051387,
                    277.251653
                ],
                [
                    450.425208,
                    285.374707
                ],
                [
                    457.029325,
                    288.716741
                ],
                [
                    467.58705,
                    297.843515
                ],
                [
                    471.244133,
                    299.627384
                ],
                [
                    476.010109,
                    299.884992
                ],
                [
                    482.389512,
                    303.93692
                ],
                [
                    486.773351,
                    303.91689
                ],
                [
                    492.441872,
                    307.744259
                ],
                [
                    495.303763,
                    313.02862
                ],
                [
                    500.34639,
                    312.904248
                ],
                [
                    510.346657,
                    316.382687
                ],
                [
                    513.63961,
                    315.861134
                ],
                [
                    516.136539,
                    318.841218
                ],
                [
                    519.741374,
                    320.295199
                ],
                [
                    551.555928,
                    316.605885
                ],
                [
                    555.627054,
                    314.611465
                ],
                [
                    556.52742,
                    311.768617
                ],
                [
                    554.636198,
                    308.355448
                ],
                [
                    555.588813,
                    305.842487
                ],
                [
                    553.645499,
                    302.100417
                ],
                [
                    554.754548,
                    300.575145
                ],
                [
                    552.896377,
                    293.10688
                ],
                [
                    552.909397,
                    284.667946
                ],
                [
                    542.340965,
                    215.806414
                ],
                [
                    538.27668,
                    196.537981
                ],
                [
                    535.173212,
                    193.992127
                ],
                [
                    490.251911,
                    185.245684
                ],
                [
                    481.865069,
                    185.561564
                ],
                [
                    468.865519,
                    180.195071
                ],
                [
                    451.344894,
                    178.245903
                ],
                [
                    443.527542,
                    175.77134
                ],
                [
                    437.497071,
                    176.051159
                ],
                [
                    433.459151,
                    173.991471
                ],
                [
                    429.941483,
                    175.222916
                ],
                [
                    410.654008,
                    174.903206
                ],
                [
                    402.869707,
                    168.373548
                ],
                [
                    380.042511,
                    158.489823
                ],
                [
                    370.026212,
                    157.038854
                ],
                [
                    365.606156,
                    154.701526
                ],
                [
                    357.616338,
                    153.266745
                ],
                [
                    341.725171,
                    153.084426
                ],
                [
                    333.165864,
                    154.440087
                ],
                [
                    330.54773,
                    152.829829
                ],
                [
                    328.572354,
                    153.142698
                ],
                [
                    325.313439,
                    149.608999
                ],
                [
                    316.560492,
                    147.61977
                ],
                [
                    293.023403,
                    137.511331
                ],
                [
                    282.849681,
                    135.072829
                ],
                [
                    282.190893,
                    135.177171
                ],
                [
                    279.540697,
                    137.621851
                ],
                [
                    279.195766,
                    139.701413
                ],
                [
                    286.702272,
                    146.61222
                ],
                [
                    299.268424,
                    151.37103
                ],
                [
                    304.884852,
                    154.869499
                ],
                [
                    319.80753,
                    159.593235
                ],
                [
                    323.656953,
                    164.720174
                ],
                [
                    310.32083,
                    180.669769
                ],
                [
                    268.179131,
                    187.344358
                ],
                [
                    267.07107,
                    188.869474
                ],
                [
                    268.720714,
                    195.02115
                ],
                [
                    271.113145,
                    197.341458
                ],
                [
                    288.754299,
                    197.922933
                ],
                [
                    307.018024,
                    196.042708
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Pericardium",
            "x": 348.56577749999997,
            "y": 240.260546,
            "width": 174.868445,
            "height": 117.88808,
            "points": [
                [
                    433.329299,
                    283.952328
                ],
                [
                    431.94579,
                    283.023462
                ],
                [
                    433.873232,
                    281.586619
                ],
                [
                    432.384053,
                    278.660546
                ],
                [
                    425.325981,
                    271.353924
                ],
                [
                    417.075265,
                    266.779464
                ],
                [
                    418.319194,
                    265.044984
                ],
                [
                    396.248919,
                    245.172819
                ],
                [
                    393.483,
                    236.973339
                ],
                [
                    390.749839,
                    235.780747
                ],
                [
                    387.105345,
                    236.306206
                ],
                [
                    382.464267,
                    230.5412
                ],
                [
                    383.043109,
                    228.841577
                ],
                [
                    379.609007,
                    227.018806
                ],
                [
                    378.103398,
                    223.760137
                ],
                [
                    359.500035,
                    212.71863
                ],
                [
                    357.241096,
                    207.830154
                ],
                [
                    350.707431,
                    204.16708
                ],
                [
                    337.675059,
                    191.164321
                ],
                [
                    335.78457,
                    186.924451
                ],
                [
                    331.895772,
                    182.788307
                ],
                [
                    328.146606,
                    181.316506
                ],
                [
                    327.814062,
                    181.333934
                ],
                [
                    316.285151,
                    184.27434
                ],
                [
                    297.942368,
                    184.567729
                ],
                [
                    295.418603,
                    187.370654
                ],
                [
                    293.403916,
                    187.142783
                ],
                [
                    290.547555,
                    189.962137
                ],
                [
                    284.976564,
                    191.923388
                ],
                [
                    286.727525,
                    193.500912
                ],
                [
                    279.422002,
                    194.217235
                ],
                [
                    276.653985,
                    192.359556
                ],
                [
                    265.66906,
                    192.935251
                ],
                [
                    266.42239,
                    194.565059
                ],
                [
                    261.131555,
                    195.509254
                ],
                [
                    261.183891,
                    196.507883
                ],
                [
                    278.01472,
                    218.323924
                ],
                [
                    283.303356,
                    230.063226
                ],
                [
                    318.358961,
                    236.570475
                ],
                [
                    335.106793,
                    237.695503
                ],
                [
                    342.58775,
                    240.30756
                ],
                [
                    343.305173,
                    241.271334
                ],
                [
                    341.395158,
                    243.040721
                ],
                [
                    343.725959,
                    242.918569
                ],
                [
                    345.196713,
                    245.51215
                ],
                [
                    358.860312,
                    251.47122
                ],
                [
                    365.621799,
                    259.462302
                ],
                [
                    366.47875,
                    263.088422
                ],
                [
                    369.57931,
                    264.928673
                ],
                [
                    370.402404,
                    267.889654
                ],
                [
                    367.546096,
                    270.710007
                ],
                [
                    370.192013,
                    270.237883
                ],
                [
                    369.613118,
                    271.936508
                ],
                [
                    371.73253,
                    274.162637
                ],
                [
                    375.796812,
                    275.284467
                ],
                [
                    386.850453,
                    282.382692
                ],
                [
                    399.005296,
                    297.767641
                ],
                [
                    403.41955,
                    299.204586
                ],
                [
                    434.728088,
                    297.898234
                ],
                [
                    436,
                    294.328602
                ],
                [
                    436,
                    293.652111
                ],
                [
                    434.781472,
                    292.554116
                ],
                [
                    435.220786,
                    288.192146
                ],
                [
                    432.435341,
                    286.001923
                ],
                [
                    433.329299,
                    283.952328
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Robot-arm",
            "x": 171.5,
            "y": 220.25025,
            "width": 149,
            "height": 91.49950000000001,
            "points": [
                [
                    197.667,
                    204.1665
                ],
                [
                    198.667,
                    202.8335
                ],
                [
                    181.667,
                    205.8335
                ],
                [
                    179.333,
                    204.5005
                ],
                [
                    180.667,
                    199.1665
                ],
                [
                    206.333,
                    193.8335
                ],
                [
                    211.333,
                    191.1665
                ],
                [
                    219,
                    190.1665
                ],
                [
                    226.667,
                    186.1665
                ],
                [
                    234,
                    184.1665
                ],
                [
                    235.333,
                    181.8335
                ],
                [
                    233.667,
                    176.1665
                ],
                [
                    228.667,
                    174.5005
                ],
                [
                    228.333,
                    174.5005
                ],
                [
                    175.333,
                    182.5005
                ],
                [
                    160.667,
                    180.8335
                ],
                [
                    158.667,
                    179.5005
                ],
                [
                    147.333,
                    181.1665
                ],
                [
                    121.333,
                    180.1665
                ],
                [
                    111.333,
                    181.8335
                ],
                [
                    99.667,
                    186.8335
                ],
                [
                    97.333,
                    189.8335
                ],
                [
                    97,
                    192.8335
                ],
                [
                    97,
                    261.332375
                ],
                [
                    97.848486,
                    266
                ],
                [
                    102.255854,
                    266
                ],
                [
                    123,
                    252.5005
                ],
                [
                    126,
                    247.5005
                ],
                [
                    132,
                    247.8335
                ],
                [
                    138.333,
                    245.5005
                ],
                [
                    145.667,
                    232.5005
                ],
                [
                    149.333,
                    230.1665
                ],
                [
                    159.333,
                    229.8335
                ],
                [
                    178.667,
                    223.5005
                ],
                [
                    231.333,
                    221.5005
                ],
                [
                    234,
                    221.1665
                ],
                [
                    236,
                    218.8335
                ],
                [
                    243.667,
                    219.8335
                ],
                [
                    246,
                    215.458031
                ],
                [
                    246,
                    212.5005
                ],
                [
                    243.667,
                    209.8335
                ],
                [
                    239,
                    207.8335
                ],
                [
                    200.667,
                    205.5005
                ],
                [
                    197.667,
                    204.1665
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Suture",
            "x": 210.0742335,
            "y": 162.1539115,
            "width": 227.85153300000002,
            "height": 37.420783,
            "points": [
                [
                    176.158606,
                    150.910432
                ],
                [
                    156.260416,
                    153.033386
                ],
                [
                    98.557649,
                    154.41147
                ],
                [
                    98.181406,
                    154.127065
                ],
                [
                    96.148467,
                    156.432431
                ],
                [
                    99.256759,
                    178.549078
                ],
                [
                    101.93908,
                    180.864303
                ],
                [
                    104.439962,
                    179.502999
                ],
                [
                    135.845264,
                    175.426554
                ],
                [
                    158.435773,
                    170.904555
                ],
                [
                    241.288532,
                    159.26036
                ],
                [
                    314.939543,
                    151.602595
                ],
                [
                    321.118083,
                    150.060703
                ],
                [
                    321.830004,
                    147.940994
                ],
                [
                    324,
                    146.94287
                ],
                [
                    324,
                    145.643907
                ],
                [
                    321.933821,
                    143.887093
                ],
                [
                    313.119305,
                    143.44352
                ],
                [
                    282.565097,
                    146.390524
                ],
                [
                    176.158606,
                    150.910432
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Diaphragm",
            "x": 449.5956435,
            "y": 141.552047,
            "width": 93.75536899999997,
            "height": 85.06898,
            "points": [
                [
                    440.965615,
                    123.498433
                ],
                [
                    432.697471,
                    118.591429
                ],
                [
                    429.684102,
                    118.414895
                ],
                [
                    413.021416,
                    125.296383
                ],
                [
                    409.675556,
                    125.138275
                ],
                [
                    406.749431,
                    126.626456
                ],
                [
                    408.816506,
                    127.853956
                ],
                [
                    407.221555,
                    129.272374
                ],
                [
                    408.956034,
                    130.516303
                ],
                [
                    402.717959,
                    132.512514
                ],
                [
                    403.768924,
                    133.458808
                ],
                [
                    403.191081,
                    135.158379
                ],
                [
                    404.907134,
                    136.069817
                ],
                [
                    405.747655,
                    139.363341
                ],
                [
                    408.376092,
                    138.557675
                ],
                [
                    408.147222,
                    140.572414
                ],
                [
                    414.612121,
                    142.904263
                ],
                [
                    413.7705,
                    145.952488
                ],
                [
                    415.206345,
                    147.879983
                ],
                [
                    414.732175,
                    151.576866
                ],
                [
                    419.934666,
                    155.309704
                ],
                [
                    419.793986,
                    158.988108
                ],
                [
                    412.172402,
                    160.055453
                ],
                [
                    411.909622,
                    161.404054
                ],
                [
                    414.520631,
                    160.265845
                ],
                [
                    415.589076,
                    161.545681
                ],
                [
                    414.326669,
                    162.94667
                ],
                [
                    420.52779,
                    166.627172
                ],
                [
                    418.951317,
                    168.37908
                ],
                [
                    425.100102,
                    171.060952
                ],
                [
                    430.354929,
                    175.79242
                ],
                [
                    433.333338,
                    175.30187
                ],
                [
                    463.166978,
                    184.086537
                ],
                [
                    468.160125,
                    183.824857
                ],
                [
                    469.281955,
                    179.760576
                ],
                [
                    471.525512,
                    177.973708
                ],
                [
                    490.843656,
                    126.224754
                ],
                [
                    493.631301,
                    115.73148
                ],
                [
                    493.545157,
                    107.725015
                ],
                [
                    496.473328,
                    99.894035
                ],
                [
                    494.09019,
                    99.017557
                ],
                [
                    493.425103,
                    99.052413
                ],
                [
                    489.131951,
                    99.945323
                ],
                [
                    486.275642,
                    102.765676
                ],
                [
                    485.486357,
                    106.81253
                ],
                [
                    482.33236,
                    110.315398
                ],
                [
                    471.206807,
                    114.570496
                ],
                [
                    465.826682,
                    120.192775
                ],
                [
                    463.688795,
                    123.976849
                ],
                [
                    459.637694,
                    142.213861
                ],
                [
                    456.430363,
                    144.718151
                ],
                [
                    451.770758,
                    144.962351
                ],
                [
                    448.652769,
                    142.789556
                ],
                [
                    445.7626,
                    138.601076
                ],
                [
                    443.189646,
                    127.720823
                ],
                [
                    440.965615,
                    123.498433
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Right atrium",
            "x": 287.266355,
            "y": 145.128532,
            "width": 82.42117000000002,
            "height": 40.080534,
            "points": [
                [
                    319.633044,
                    153.125971
                ],
                [
                    316.935228,
                    147.029851
                ],
                [
                    303.74486,
                    133.037028
                ],
                [
                    287.630471,
                    127.26412
                ],
                [
                    287.380914,
                    126.864746
                ],
                [
                    264.869571,
                    125.088265
                ],
                [
                    261.346517,
                    127.012057
                ],
                [
                    256.099898,
                    127.510602
                ],
                [
                    250.50364,
                    131.008366
                ],
                [
                    246.05577,
                    131.007798
                ],
                [
                    255.048798,
                    145.399651
                ],
                [
                    263.169198,
                    147.274393
                ],
                [
                    278.48364,
                    153.547164
                ],
                [
                    319.93165,
                    165.168799
                ],
                [
                    322.755246,
                    164.794374
                ],
                [
                    327.627664,
                    161.471258
                ],
                [
                    328.47694,
                    159.272961
                ],
                [
                    326.878588,
                    155.82504
                ],
                [
                    319.633044,
                    153.125971
                ]
            ]
        }
    ],
    "height": 360,
    "key": "square_mp4-0156_jpg.rf.3c5cd4e25e1175d36c972a727ea52077.jpg",
    "width": 640
}
                                

                                

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
150%
Reset