Dataset Versions

v4

2024-01-09 6:17pm

Generated on Jan 9, 2024

Dataset Split

Train Set 88%
4932Images
Valid Set 8%
469Images
Test Set 4%
235Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
conjunctiva segmentation
Annotate
img_2_94.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
eye-conjunctiva

CLASSES

LAYERS

 
conjunctiva
1
 
eye
1

Tags

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Attributes

img_2_94.jpg

224x224
0.05MP

Updated Jan 9, 2024

12:47PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Rotation 13°
Saturation 19%
Brightness -3%
Exposure 7%
Blur 0px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "eye": 3235,
        "conjunctiva": 3179
    },
    "datasets": [
        "Xc5TLB3G4JNxJqP6A6Nx"
    ],
    "destination": "748ed17d0c0b14a163f16564310f86e7",
    "height": 224,
    "id": "NpP9ZufPLCObVvMpM9dD",
    "label": [],
    "labels": [],
    "name": "img_2_94.jpg",
    "numSteps": 6,
    "owner": "ReQxBAqHJvcPSttPdSLMmTITJI12",
    "preprocessing": [
        "auto-orient",
        "rotate:[13]",
        "saturation:[19]",
        "brightness:[-3]",
        "exposure:[7]",
        "blur:[0]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "13°"
        },
        {
            "name": "Saturation",
            "value": "19%"
        },
        {
            "name": "Brightness",
            "value": "-3%"
        },
        {
            "name": "Exposure",
            "value": "7%"
        },
        {
            "name": "Blur",
            "value": "0px"
        }
    ],
    "source": "NpP9ZufPLCObVvMpM9dD",
    "split": "train",
    "split.Xc5TLB3G4JNxJqP6A6Nx.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"rotate:[13]\",\n    \"saturation:[19]\",\n    \"brightness:[-3]\",\n    \"exposure:[7]\",\n    \"blur:[0]\"\n]",
    "updated": {
        "_seconds": 1704804440,
        "_nanoseconds": 302000000
    },
    "updatedDate": "Jan 9, 2024",
    "updatedTime": "12:47PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Xc5TLB3G4JNxJqP6A6Nx/4"
    ],
    "width": 224
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "conjunctiva",
            "x": 118.843479,
            "y": 183.62158599999998,
            "width": 112.073134,
            "height": 50.34513799999999,
            "points": [
                [
                    138.548683,
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                ],
                [
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                ],
                [
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                ],
                [
                    95.84194,
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                ],
                [
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                ],
                [
                    62.806912,
                    158.449017
                ],
                [
                    77.647107,
                    182.144182
                ],
                [
                    89.039673,
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                ],
                [
                    99.052737,
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                ],
                [
                    107.896424,
                    208.665104
                ],
                [
                    121.828324,
                    208.794155
                ],
                [
                    138.457762,
                    204.978175
                ],
                [
                    155.216841,
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                ],
                [
                    162.480237,
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                ],
                [
                    165.855893,
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                ],
                [
                    174.880046,
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                ],
                [
                    152.195368,
                    189.464718
                ],
                [
                    138.548683,
                    193.459818
                ]
            ]
        },
        {
            "type": "polygon",
            "label": "eye",
            "x": 131.5530795,
            "y": 140.55044650000002,
            "width": 182.395515,
            "height": 138.772569,
            "points": [
                [
                    214.270348,
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                ],
                [
                    206.342712,
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                ],
                [
                    195.170317,
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                ],
                [
                    172.221656,
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                ],
                [
                    141.545652,
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                ],
                [
                    116.206991,
                    72.071928
                ],
                [
                    87.965136,
                    79.566965
                ],
                [
                    66.389618,
                    95.249406
                ],
                [
                    48.282571,
                    122.417267
                ],
                [
                    40.355322,
                    146.512098
                ],
                [
                    55.892973,
                    167.302803
                ],
                [
                    69.418549,
                    182.984913
                ],
                [
                    84.397313,
                    197.211292
                ],
                [
                    105.739504,
                    209.936731
                ],
                [
                    131.264041,
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                ],
                [
                    162.385356,
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                ],
                [
                    182.707796,
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                ],
                [
                    200.802874,
                    165.357139
                ],
                [
                    216.353176,
                    140.650388
                ],
                [
                    222.750837,
                    120.151697
                ],
                [
                    214.270348,
                    106.491823
                ]
            ]
        }
    ],
    "height": 224,
    "key": "img_2_94.jpg",
    "width": 224
}

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