Dataset Versions

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Versions
No Noise Segmentation Testing Dataset
v5
·
a year ago
Crack Dataset V1 w- Background
v4
·
a year ago
Crack Dataset V1
v3
·
a year ago
Crack Labelling -Final-
v2
·
a year ago
Crack Labelling -Testing-
v1
·
a year ago
v4

Crack Dataset V1 w- Background

Generated on Mar 26, 2024
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1534 Total Images

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Dataset Split

Train Set 92%
1416Images
Valid Set 4%
59Images
Test Set 4%
59Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Hue: Between -25° and +25°
Saturation: Between -34% and +34%
Noise: Up to 2% of pixels

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Ultrasonic Array Images w/ Noise
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Labels
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Raw Data

Annotations

Group:
Crack

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Crack
1

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Attributes

No_Noise_150_cropped.png

640x640
0.41MP

Updated Jun 30, 56202

9:33AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied
Rotation -44°
Hue 9°
Saturation -1%
Noise 1.22%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "J0hAUtk9xok1DgldOZ2X"
    ],
    "destination": "96caa83ea44f164462bcc7573b215cf8",
    "height": 640,
    "id": "Wg3QhUBZ9aBcmJBMcSyd",
    "label": [],
    "labels": [],
    "name": "No_Noise_150_cropped.png",
    "numSteps": 7,
    "owner": "2OcKsgA5z0c0dePTglPOXnXpwGj1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[-90]",
        "rotate:[-44]",
        "hue:[9]",
        "saturation:[-1]",
        "noise:[1.22,430204]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-44°"
        },
        {
            "name": "Hue",
            "value": "9°"
        },
        {
            "name": "Saturation",
            "value": "-1%"
        },
        {
            "name": "Noise",
            "value": "1.22%"
        }
    ],
    "source": "Wg3QhUBZ9aBcmJBMcSyd",
    "split": "train",
    "split.J0hAUtk9xok1DgldOZ2X.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[-90]\",\n    \"rotate:[-44]\",\n    \"hue:[9]\",\n    \"saturation:[-1]\",\n    \"noise:[1.22,430204]\"\n]",
    "updated": 1711412184795,
    "updatedDate": "Jun 30, 56202",
    "updatedTime": "9:33AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "J0hAUtk9xok1DgldOZ2X/4"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Crack",
            "x": 293,
            "y": 288.5,
            "width": 198,
            "height": 199
        }
    ],
    "height": 640,
    "key": "No_Noise_150_cropped.png",
    "width": 640
}

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