Dataset Versions

v5

2024-11-20 10:07am

Generated on Nov 20, 2024

Dataset Split

Train Set 89%
1623Images
Valid Set 7%
137Images
Test Set 4%
72Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Shear: ±21° Horizontal, ±18° Vertical
Saturation: Between -25% and +25%
Brightness: Between -32% and +32%
Exposure: Between -10% and +10%
Blur: Up to 2.5px

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muncipal detect
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-_549.jpg
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Labels
Attributes
Raw Data

Annotations

Group:
pothole

CLASSES

LAYERS

 
fault-manhole
1

Unused Classes

broke_road_side
broken-divider
crack
drainage
pothole

Tags

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Attributes

-_549.jpg

640x480
0.31MP

Updated Nov 20, 2024

4:36AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x480
Shear X: -16°
Y: 2°
Saturation 13%
Brightness -20%
Exposure 3%
Blur 0.5px

Annotation History

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Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "crack": 441,
        "pothole": 336,
        "fault-manhole": 317,
        "vegetation": 56,
        "drainage": 35,
        "broke_road_side": 112,
        "speed-braker": 15,
        "broken-divider": 30
    },
    "datasets": [
        "KQdcxVWfcZnN6pLf1w4z"
    ],
    "destination": "c0dd92e32e796ece2651f9dbbf76f99f",
    "height": 480,
    "id": "X9Pk9CbNlFKHhVt01CtU",
    "label": [],
    "labels": [],
    "name": "-_549.jpg",
    "numSteps": 7,
    "owner": "WLEO9OjoEMOn1HSM9eclpfPP0kR2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,480]",
        "shear:[-16,2]",
        "saturation:[13]",
        "brightness:[-20]",
        "exposure:[3]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x480"
        },
        {
            "name": "Shear",
            "value": "X: -16°<br/>Y: 2°"
        },
        {
            "name": "Saturation",
            "value": "13%"
        },
        {
            "name": "Brightness",
            "value": "-20%"
        },
        {
            "name": "Exposure",
            "value": "3%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "X9Pk9CbNlFKHhVt01CtU",
    "split": "train",
    "split.KQdcxVWfcZnN6pLf1w4z.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,480]\",\n    \"shear:[-16,2]\",\n    \"saturation:[13]\",\n    \"brightness:[-20]\",\n    \"exposure:[3]\",\n    \"blur:[0.5]\"\n]",
    "updated": {
        "_seconds": 1732077413,
        "_nanoseconds": 703000000
    },
    "updatedDate": "Nov 20, 2024",
    "updatedTime": "4:36AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "KQdcxVWfcZnN6pLf1w4z/5"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "fault-manhole",
            "x": 281.6018275,
            "y": 242.802168,
            "width": 483.739721,
            "height": 337.578262,
            "points": [
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                    43.972463,
                    365.407612
                ],
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                    39.731967,
                    389.38434
                ],
                [
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                    403.166233
                ],
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                    400.261641,
                    409.346591
                ],
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                    423.611719,
                    405.864221
                ],
                [
                    462.541703,
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                ],
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                ],
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                ],
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                ],
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                ],
                [
                    43.972463,
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                ]
            ]
        }
    ],
    "height": 480,
    "key": "-_549.jpg",
    "width": 640
}

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