Edit Project

entry_structure_segmentation

Instance Segmentation

Dataset Versions

Try Pre-Trained Model

2024-09-09 3:55pm

Generated on Sep 9, 2024

Download Dataset

131 Total Images

View All Images

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

Annotations

Group: Lung

Pericardium

Robot-arm

Unused Classes

Aorta

Diaphragm

Lung

Port

Right atrium

Suture

Attributes

square_mp4-0071.jpg

640x360

0.23MP

Updated Jan 8, 56671

6:28PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Fit within 640x640

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "classes": {
        "Aorta": 24,
        "Diaphragm": 176,
        "Lung": 309,
        "Pericardium": 222,
        "Port": 15,
        "Right atrium": 48,
        "Robot-arm": 342,
        "Suture": 66
    },
    "datasets": [
        "S0tgPF9lx44I8X3yaiQP"
    ],
    "destination": "9cb6894bb3c2b6db69a25d2636d34b76",
    "height": 360,
    "id": "xHq6pSyo85Mg1nUYaovB",
    "label": [],
    "labels": [],
    "name": "square_mp4-0071.jpg",
    "numSteps": 2,
    "owner": "SsHkh5vo0oUqd6CY05PQmQAyhY62",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fit within\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fit within 640x640"
        }
    ],
    "source": "xHq6pSyo85Mg1nUYaovB",
    "split": "train",
    "split.S0tgPF9lx44I8X3yaiQP.1": "train",
    "split.S0tgPF9lx44I8X3yaiQP.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fit within\\\",640,640]\"\n]",
    "updated": 1726197503289,
    "updatedDate": "Jan 8, 56671",
    "updatedTime": "6:28PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "S0tgPF9lx44I8X3yaiQP/1",
        "S0tgPF9lx44I8X3yaiQP/2"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Pericardium",
            "x": 319.8335,
            "y": 266.3335,
            "width": 445.66700000000003,
            "height": 147.333,
            "points": [
                [
                    378.667,
                    211
                ],
                [
                    376.667,
                    208.667
                ],
                [
                    377.667,
                    207
                ],
                [
                    373.667,
                    202.333
                ],
                [
                    371,
                    203.333
                ],
                [
                    369,
                    201.333
                ],
                [
                    364.333,
                    202
                ],
                [
                    357,
                    207.667
                ],
                [
                    354.333,
                    212.667
                ],
                [
                    354,
                    217.333
                ],
                [
                    351.667,
                    218.333
                ],
                [
                    353.667,
                    220
                ],
                [
                    347.667,
                    223.667
                ],
                [
                    346,
                    227.333
                ],
                [
                    342.333,
                    229.333
                ],
                [
                    338,
                    227.667
                ],
                [
                    333.667,
                    229.667
                ],
                [
                    333.333,
                    235
                ],
                [
                    341.333,
                    237
                ],
                [
                    338.667,
                    239.333
                ],
                [
                    337.333,
                    243.667
                ],
                [
                    337.667,
                    252
                ],
                [
                    334.667,
                    255.667
                ],
                [
                    332.333,
                    256.333
                ],
                [
                    326,
                    255.333
                ],
                [
                    320.333,
                    257
                ],
                [
                    305.333,
                    254.667
                ],
                [
                    290,
                    256
                ],
                [
                    281,
                    253.333
                ],
                [
                    274.333,
                    257
                ],
                [
                    264.333,
                    257.667
                ],
                [
                    264.333,
                    258.667
                ],
                [
                    267.333,
                    259.333
                ],
                [
                    263.333,
                    259.667
                ],
                [
                    261.333,
                    261.333
                ],
                [
                    253.667,
                    261
                ],
                [
                    246.333,
                    263
                ],
                [
                    231.667,
                    261.333
                ],
                [
                    226.333,
                    263
                ],
                [
                    220.667,
                    263.667
                ],
                [
                    218,
                    262.667
                ],
                [
                    211,
                    264.333
                ],
                [
                    209.333,
                    262.667
                ],
                [
                    206,
                    263.333
                ],
                [
                    204,
                    262
                ],
                [
                    205.333,
                    260.667
                ],
                [
                    208.667,
                    260.667
                ],
                [
                    203.333,
                    260.333
                ],
                [
                    198,
                    263.667
                ],
                [
                    206,
                    264
                ],
                [
                    206.667,
                    265
                ],
                [
                    195.333,
                    265.333
                ],
                [
                    195.333,
                    263.333
                ],
                [
                    191,
                    263
                ],
                [
                    188.667,
                    260.667
                ],
                [
                    187.333,
                    262.333
                ],
                [
                    185.333,
                    262
                ],
                [
                    184.667,
                    259.333
                ],
                [
                    189,
                    258.333
                ],
                [
                    189,
                    257.333
                ],
                [
                    171.333,
                    256.667
                ],
                [
                    169.667,
                    254
                ],
                [
                    171.333,
                    252.667
                ],
                [
                    194.333,
                    252
                ],
                [
                    145.667,
                    251.333
                ],
                [
                    129.667,
                    249.667
                ],
                [
                    101,
                    249.667
                ],
                [
                    98.667,
                    248.667
                ],
                [
                    97,
                    257
                ],
                [
                    97.333,
                    339
                ],
                [
                    111,
                    340
                ],
                [
                    206.667,
                    339.667
                ],
                [
                    211.333,
                    335.667
                ],
                [
                    229.667,
                    335
                ],
                [
                    232.667,
                    332
                ],
                [
                    237.667,
                    331
                ],
                [
                    241,
                    326.333
                ],
                [
                    245.333,
                    325.667
                ],
                [
                    270.667,
                    315.667
                ],
                [
                    284.667,
                    313.667
                ],
                [
                    296.333,
                    314.333
                ],
                [
                    299,
                    315.667
                ],
                [
                    297.333,
                    317.333
                ],
                [
                    297.667,
                    319.667
                ],
                [
                    292,
                    323
                ],
                [
                    285.333,
                    322.667
                ],
                [
                    281,
                    324.333
                ],
                [
                    280.667,
                    335
                ],
                [
                    315,
                    336
                ],
                [
                    318.667,
                    338
                ],
                [
                    319.333,
                    305.333
                ],
                [
                    321.667,
                    303.667
                ],
                [
                    429,
                    303
                ],
                [
                    432.667,
                    305.667
                ],
                [
                    431.667,
                    335
                ],
                [
                    433.667,
                    339.333
                ],
                [
                    542,
                    339.333
                ],
                [
                    542.667,
                    271.667
                ],
                [
                    541,
                    261.333
                ],
                [
                    538.667,
                    263.333
                ],
                [
                    535.667,
                    263
                ],
                [
                    500.667,
                    256.333
                ],
                [
                    494.333,
                    252
                ],
                [
                    481,
                    246.333
                ],
                [
                    466,
                    237
                ],
                [
                    463.667,
                    234.333
                ],
                [
                    460,
                    233.333
                ],
                [
                    452,
                    226.333
                ],
                [
                    428,
                    227
                ],
                [
                    422.333,
                    231
                ],
                [
                    418,
                    230.667
                ],
                [
                    416,
                    229
                ],
                [
                    411,
                    230.333
                ],
                [
                    409.333,
                    228.667
                ],
                [
                    409.333,
                    226
                ],
                [
                    412.667,
                    225.333
                ],
                [
                    413.667,
                    226.333
                ],
                [
                    414.667,
                    224
                ],
                [
                    411,
                    220.667
                ],
                [
                    407,
                    221.333
                ],
                [
                    400.667,
                    220
                ],
                [
                    407.333,
                    218.667
                ],
                [
                    399,
                    214.333
                ],
                [
                    399.333,
                    208.667
                ],
                [
                    395,
                    205.667
                ],
                [
                    396.333,
                    202.667
                ],
                [
                    391,
                    199
                ],
                [
                    395.333,
                    196.333
                ],
                [
                    399.667,
                    197.333
                ],
                [
                    399.667,
                    195.667
                ],
                [
                    397.333,
                    194.667
                ],
                [
                    401,
                    193.333
                ],
                [
                    397.667,
                    193
                ],
                [
                    396,
                    194.333
                ],
                [
                    391.667,
                    192.667
                ],
                [
                    389.833,
                    192.667
                ],
                [
                    382,
                    196
                ],
                [
                    385.333,
                    197.333
                ],
                [
                    381,
                    200.333
                ],
                [
                    383.333,
                    203.333
                ],
                [
                    379.333,
                    207.333
                ],
                [
                    383.333,
                    208.667
                ],
                [
                    382,
                    210.333
                ],
                [
                    378.667,
                    211
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Robot-arm",
            "x": 472.16650000000004,
            "y": 217.5,
            "width": 141.66699999999997,
            "height": 87,
            "points": [
                [
                    461.333,
                    204.333
                ],
                [
                    453.333,
                    211.333
                ],
                [
                    449.667,
                    211
                ],
                [
                    448.667,
                    208
                ],
                [
                    445.333,
                    208.333
                ],
                [
                    443.667,
                    206
                ],
                [
                    440.333,
                    210.667
                ],
                [
                    438,
                    211.333
                ],
                [
                    438.667,
                    213.333
                ],
                [
                    435,
                    213.333
                ],
                [
                    433.667,
                    208.333
                ],
                [
                    431,
                    211.333
                ],
                [
                    425.667,
                    211.667
                ],
                [
                    419,
                    208.667
                ],
                [
                    403.667,
                    207.667
                ],
                [
                    401.333,
                    208.667
                ],
                [
                    401.333,
                    212.667
                ],
                [
                    411,
                    218.667
                ],
                [
                    418.667,
                    219.667
                ],
                [
                    421,
                    224.333
                ],
                [
                    450,
                    224.333
                ],
                [
                    453.667,
                    225.333
                ],
                [
                    460,
                    231.333
                ],
                [
                    469,
                    235.667
                ],
                [
                    475.667,
                    241
                ],
                [
                    492,
                    249.667
                ],
                [
                    499,
                    252
                ],
                [
                    501.333,
                    254.333
                ],
                [
                    526,
                    260
                ],
                [
                    541.333,
                    261
                ],
                [
                    543,
                    253.667
                ],
                [
                    543,
                    182.667
                ],
                [
                    542.667,
                    177
                ],
                [
                    540.667,
                    174
                ],
                [
                    538.667,
                    174
                ],
                [
                    530.667,
                    174.333
                ],
                [
                    521.333,
                    177
                ],
                [
                    518.667,
                    179.333
                ],
                [
                    491.333,
                    188.333
                ],
                [
                    481,
                    195
                ],
                [
                    472.333,
                    198
                ],
                [
                    467.667,
                    201.667
                ],
                [
                    461.333,
                    204.333
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Robot-arm",
            "x": 216.33300000000003,
            "y": 187.66649999999998,
            "width": 240.00000000000003,
            "height": 132.667,
            "points": [
                [
                    329,
                    252.667
                ],
                [
                    331.333,
                    254
                ],
                [
                    334,
                    254
                ],
                [
                    336.333,
                    252
                ],
                [
                    334.667,
                    248.333
                ],
                [
                    335,
                    245.333
                ],
                [
                    325.667,
                    236.667
                ],
                [
                    327,
                    235.333
                ],
                [
                    325.333,
                    232
                ],
                [
                    326.667,
                    228.333
                ],
                [
                    321,
                    222.667
                ],
                [
                    319,
                    216.333
                ],
                [
                    299,
                    203
                ],
                [
                    281,
                    196.667
                ],
                [
                    276.333,
                    197.333
                ],
                [
                    265.333,
                    191.667
                ],
                [
                    268.333,
                    190.333
                ],
                [
                    265,
                    189.667
                ],
                [
                    251.333,
                    182
                ],
                [
                    231,
                    174
                ],
                [
                    225,
                    173
                ],
                [
                    198.333,
                    160.667
                ],
                [
                    181,
                    155
                ],
                [
                    176,
                    152.667
                ],
                [
                    176,
                    151
                ],
                [
                    146.667,
                    141.333
                ],
                [
                    148.333,
                    139.667
                ],
                [
                    136.333,
                    136.333
                ],
                [
                    123.667,
                    129.667
                ],
                [
                    108.667,
                    124.333
                ],
                [
                    101,
                    123.667
                ],
                [
                    99,
                    121.333
                ],
                [
                    98.333,
                    121.333
                ],
                [
                    96.333,
                    134
                ],
                [
                    96.667,
                    239
                ],
                [
                    98,
                    246.333
                ],
                [
                    206,
                    249.667
                ],
                [
                    249.333,
                    249.333
                ],
                [
                    300.667,
                    251.667
                ],
                [
                    311,
                    250.667
                ],
                [
                    329,
                    252.667
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Pericardium",
            "x": 450.33349999999996,
            "y": 183,
            "width": 93.33300000000003,
            "height": 51.334,
            "points": [
                [
                    438.667,
                    177.333
                ],
                [
                    427.333,
                    180.333
                ],
                [
                    426,
                    183.667
                ],
                [
                    423.667,
                    184.333
                ],
                [
                    421,
                    182.333
                ],
                [
                    419.667,
                    184.667
                ],
                [
                    421.333,
                    186.333
                ],
                [
                    419,
                    191
                ],
                [
                    415.667,
                    190
                ],
                [
                    413,
                    193.667
                ],
                [
                    408.667,
                    194.333
                ],
                [
                    410,
                    197
                ],
                [
                    409,
                    200
                ],
                [
                    403.667,
                    199.667
                ],
                [
                    403.667,
                    202
                ],
                [
                    405.333,
                    204
                ],
                [
                    426.667,
                    208.667
                ],
                [
                    426.667,
                    207
                ],
                [
                    431,
                    207
                ],
                [
                    438.333,
                    202
                ],
                [
                    455.333,
                    203
                ],
                [
                    466,
                    199.333
                ],
                [
                    468.667,
                    197.333
                ],
                [
                    465.667,
                    196.333
                ],
                [
                    466.333,
                    195
                ],
                [
                    474.333,
                    194
                ],
                [
                    480.333,
                    190.333
                ],
                [
                    482.333,
                    187.333
                ],
                [
                    480.333,
                    184.667
                ],
                [
                    480.667,
                    170.333
                ],
                [
                    483.333,
                    168.667
                ],
                [
                    489,
                    168
                ],
                [
                    492,
                    163.333
                ],
                [
                    496,
                    162.667
                ],
                [
                    497,
                    161.333
                ],
                [
                    496.667,
                    158
                ],
                [
                    493.333,
                    158.667
                ],
                [
                    486.333,
                    157.333
                ],
                [
                    484.63,
                    157.333
                ],
                [
                    471,
                    157.333
                ],
                [
                    468.333,
                    160
                ],
                [
                    461,
                    162.333
                ],
                [
                    458.667,
                    168.667
                ],
                [
                    452.333,
                    170.333
                ],
                [
                    448.667,
                    174.333
                ],
                [
                    443.333,
                    174.667
                ],
                [
                    438.667,
                    177.333
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "Robot-arm",
            "x": 263.66650000000004,
            "y": 325.5,
            "width": 63.33300000000003,
            "height": 21.666000000000054,
            "points": [
                [
                    295.333,
                    321
                ],
                [
                    293.667,
                    317
                ],
                [
                    287,
                    314.667
                ],
                [
                    286,
                    314.667
                ],
                [
                    271.667,
                    317
                ],
                [
                    253.667,
                    323
                ],
                [
                    240,
                    329.667
                ],
                [
                    232,
                    335.333
                ],
                [
                    257.667,
                    336.333
                ],
                [
                    280,
                    335.333
                ],
                [
                    280.667,
                    331.333
                ],
                [
                    295.333,
                    321
                ]
            ]
        }
    ],
    "height": 360,
    "key": "square_mp4-0071_jpg.rf.8082378b48e5e5d1de3a5b80e9a22873.jpg",
    "width": 640
}

entry_structure_segmentation

Dataset Versions

2024-09-09 3:55pm

131 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

square_mp4-0071.jpg

Updated Jan 8, 56671

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data