Dataset Versions

v15

transformer 2

Generated on Sep 26, 2024

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Dataset Split

Train Set 87%
2949Images
Valid Set 9%
300Images
Test Set 4%
152Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 21% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±9° Horizontal, ±9° Vertical
Grayscale: Apply to 16% of images

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Attributes

1820010.png

617x507
0.31MP

Updated Aug 5, 56707

9:05PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Auto-Adjust Contrast Contrast Stretching
Modify Classes Applied
Flip Both
90° Rotate Applied
Rotation 14°
Shear X: -4°
Y: -7°

Annotation History

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Raw Data

Source Data

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    "datasets": [
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    "destination": "6c2304d69b4f8c87e0ae5cdb9d11649d",
    "height": 507,
    "id": "La8TH7vOPV2iPuK3t1HP",
    "label": [],
    "labels": [],
    "name": "1820010.png",
    "numSteps": 7,
    "owner": "wWWRf09t17SbXTW5NfOYE5B7Ac23",
    "preprocessing": [
        "auto-orient",
        "auto-contrast:[\"Contrast Stretching\"]",
        "remap:[\"9cf3b4b9c0983c46bfcda765fce1ccf6\"]",
        "flip:[\"both\"]",
        "ninety:[90]",
        "rotate:[14]",
        "shear:[-4,-7]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "14°"
        },
        {
            "name": "Shear",
            "value": "X: -4°<br/>Y: -7°"
        }
    ],
    "source": "La8TH7vOPV2iPuK3t1HP",
    "split": "train",
    "split.jWcsH2rUV8KcVBPuNL4r.15": "train",
    "status": "generated",
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    "updated": 1727351557527,
    "updatedDate": "Aug 5, 56707",
    "updatedTime": "9:05PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "fractured"
    ],
    "versions": [
        "jWcsH2rUV8KcVBPuNL4r/15"
    ],
    "width": 617
}
                            
                            

Annotation Data

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        },
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            "y": 61.63585263006876,
            "width": 56.18703817613334,
            "height": 53.24107826604258
        },
        {
            "label": "fractured",
            "x": 204.34829276604444,
            "y": 19.646890099295835,
            "width": 62.768083525733346,
            "height": 35.526306408993456
        }
    ],
    "height": 507,
    "key": "1820010.png",
    "width": 617
}
                                

                                

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