Dataset Versions

v6

2024-07-31 9:48am

Generated on Jul 31, 2024

Dataset Split

Train Set 88%
183Images
Valid Set 8%
17Images
Test Set 4%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1.48% of pixels

Similar Projects

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Crack Detection
Annotate
75.jpg
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valid
Labels
Attributes
Raw Data

Annotations

Group:
smallcrck

CLASSES

LAYERS

 
Small-Crack
1

Unused Classes

Big-Crack
Hole
Medium-Crack

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

75.jpg

640x640
0.41MP

Updated Jul 31, 2024

9:48AM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Hole": 12,
        "Medium-Crack": 129,
        "Big-Crack": 75,
        "Small-Crack": 109
    },
    "datasets": [
        "pcgQkti69rnOhzLiXdmP"
    ],
    "destination": "07548a8f82934a0114ee2873619595b5",
    "height": 640,
    "id": "m4UT94KiLJm10HV8MRmC",
    "label": [],
    "labels": [],
    "name": "75.jpg",
    "numSteps": 2,
    "owner": "GRanOHvjQ2MJgWA30ACxuXzDKFF2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "m4UT94KiLJm10HV8MRmC",
    "split": "valid",
    "split.pcgQkti69rnOhzLiXdmP.6": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1722419293,
        "_nanoseconds": 192000000
    },
    "updatedDate": "Jul 31, 2024",
    "updatedTime": "9:48AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "pcgQkti69rnOhzLiXdmP/6"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "Small-Crack",
            "x": 416.25,
            "y": 427.5,
            "width": 447.5,
            "height": 52.5,
            "points": [
                [
                    281.875,
                    408.75
                ],
                [
                    299.375,
                    410.625
                ],
                [
                    300.625,
                    408.75
                ],
                [
                    320.625,
                    408.75
                ],
                [
                    321.875,
                    406.875
                ],
                [
                    343.125,
                    406.875
                ],
                [
                    344.375,
                    408.75
                ],
                [
                    374.375,
                    410.625
                ],
                [
                    375.625,
                    412.5
                ],
                [
                    383.125,
                    412.5
                ],
                [
                    384.375,
                    414.375
                ],
                [
                    399.375,
                    416.25
                ],
                [
                    400.625,
                    418.125
                ],
                [
                    416.875,
                    418.125
                ],
                [
                    418.125,
                    420
                ],
                [
                    425.625,
                    420
                ],
                [
                    426.875,
                    421.875
                ],
                [
                    454.375,
                    421.875
                ],
                [
                    459.375,
                    425.625
                ],
                [
                    469.375,
                    425.625
                ],
                [
                    470.625,
                    427.5
                ],
                [
                    484.375,
                    427.5
                ],
                [
                    485.625,
                    425.625
                ],
                [
                    569.375,
                    425.625
                ],
                [
                    570.625,
                    427.5
                ],
                [
                    586.875,
                    427.5
                ],
                [
                    588.125,
                    429.375
                ],
                [
                    601.875,
                    429.375
                ],
                [
                    603.125,
                    431.25
                ],
                [
                    639.375,
                    431.25
                ],
                [
                    640,
                    424.6875
                ],
                [
                    633.125,
                    425.625
                ],
                [
                    631.875,
                    423.75
                ],
                [
                    628.125,
                    423.75
                ],
                [
                    626.875,
                    425.625
                ],
                [
                    605.625,
                    425.625
                ],
                [
                    604.375,
                    423.75
                ],
                [
                    571.875,
                    421.875
                ],
                [
                    570.625,
                    420
                ],
                [
                    483.125,
                    420
                ],
                [
                    481.875,
                    421.875
                ],
                [
                    473.125,
                    421.875
                ],
                [
                    471.875,
                    420
                ],
                [
                    461.875,
                    420
                ],
                [
                    454.375,
                    416.25
                ],
                [
                    425.625,
                    416.25
                ],
                [
                    424.375,
                    414.375
                ],
                [
                    418.125,
                    414.375
                ],
                [
                    416.875,
                    412.5
                ],
                [
                    401.875,
                    412.5
                ],
                [
                    400.625,
                    410.625
                ],
                [
                    393.125,
                    410.625
                ],
                [
                    391.875,
                    408.75
                ],
                [
                    376.875,
                    406.875
                ],
                [
                    375.625,
                    405
                ],
                [
                    363.125,
                    405
                ],
                [
                    361.875,
                    403.125
                ],
                [
                    319.375,
                    401.25
                ],
                [
                    318.125,
                    403.125
                ],
                [
                    275.625,
                    403.125
                ],
                [
                    271.875,
                    405
                ],
                [
                    269.375,
                    408.75
                ],
                [
                    264.375,
                    410.625
                ],
                [
                    252.5,
                    428.4375
                ],
                [
                    245.625,
                    442.5
                ],
                [
                    238.125,
                    446.25
                ],
                [
                    225.625,
                    446.25
                ],
                [
                    224.375,
                    444.375
                ],
                [
                    220.625,
                    444.375
                ],
                [
                    210.625,
                    436.875
                ],
                [
                    200.625,
                    425.625
                ],
                [
                    198.125,
                    425.625
                ],
                [
                    192.5,
                    432.1875
                ],
                [
                    193.125,
                    435
                ],
                [
                    196.875,
                    431.25
                ],
                [
                    200.625,
                    431.25
                ],
                [
                    211.875,
                    444.375
                ],
                [
                    219.375,
                    450
                ],
                [
                    223.125,
                    451.875
                ],
                [
                    231.875,
                    451.875
                ],
                [
                    233.125,
                    453.75
                ],
                [
                    235,
                    452.8125
                ],
                [
                    245.625,
                    450
                ],
                [
                    265.625,
                    416.25
                ],
                [
                    273.125,
                    414.375
                ],
                [
                    281.875,
                    408.75
                ]
            ]
        }
    ],
    "height": 640,
    "key": "75.jpg",
    "width": 640
}

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