Dataset Versions

v1

2023-04-06 7:55pm

Generated on Apr 6, 2023

Dataset Split

Train Set 91%
801Images
Valid Set %
0Images
Test Set 9%
80Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise

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Brain_tumer
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Raw Data

Annotations

Group:
Tumer

CLASSES

LAYERS

 
tumor
1

Unused Classes

Tumer

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Attributes

y27.jpg

640x640
0.41MP

Updated Apr 6, 2023

1:55PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "tumor": 368,
        "Tumer": 40
    },
    "datasets": [
        "X8vXtga2s51zdLsJr6Ex"
    ],
    "destination": "ee005d934853c1b048f4593a4117acc0",
    "height": 640,
    "id": "0oGqVxwBy6m6XCPWXffQ",
    "label": [],
    "labels": [],
    "name": "y27.jpg",
    "numSteps": 3,
    "owner": "CrVim1CR6ONShWgREikA5dVjVap1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "0oGqVxwBy6m6XCPWXffQ",
    "split": "train",
    "split.X8vXtga2s51zdLsJr6Ex.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\"\n]",
    "updated": {
        "_seconds": 1680789314,
        "_nanoseconds": 362000000
    },
    "updatedDate": "Apr 6, 2023",
    "updatedTime": "1:55PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "X8vXtga2s51zdLsJr6Ex/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "tumor",
            "x": 393.5014005,
            "y": 145.865724,
            "width": 163.13725499999998,
            "height": 178.657244,
            "points": [
                [
                    311.932773,
                    92.720848
                ],
                [
                    311.932773,
                    151.519435
                ],
                [
                    353.165266,
                    214.840989
                ],
                [
                    387.226891,
                    235.194346
                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                [
                    475.070028,
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                ],
                [
                    464.313725,
                    83.674912
                ],
                [
                    439.215686,
                    65.583039
                ],
                [
                    383.641457,
                    56.537102
                ],
                [
                    344.201681,
                    61.060071
                ],
                [
                    311.932773,
                    92.720848
                ]
            ]
        }
    ],
    "height": 640,
    "key": "y27.jpg",
    "width": 640
}

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