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

Similar Projects

See More
muncipal detect
Annotate
-_55.jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
pothole

CLASSES

LAYERS

 
fault-manhole
1

Unused Classes

broke_road_side
broken-divider
crack
drainage
pothole

Tags

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

Attributes

-_55.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: 17°
Y: -16°
Saturation -15%
Brightness -20%
Exposure -2%
Blur 1.25px

Annotation History

Loading...

Raw Data

{
    "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": "d3d2efd693a6d306499bd3cdb96107a5",
    "height": 480,
    "id": "i6kz4snV7BTaEoXq6DCg",
    "label": [],
    "labels": [],
    "name": "-_55.jpg",
    "numSteps": 7,
    "owner": "WLEO9OjoEMOn1HSM9eclpfPP0kR2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,480]",
        "shear:[17,-16]",
        "saturation:[-15]",
        "brightness:[-20]",
        "exposure:[-2]",
        "blur:[1.25]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x480"
        },
        {
            "name": "Shear",
            "value": "X: 17°<br/>Y: -16°"
        },
        {
            "name": "Saturation",
            "value": "-15%"
        },
        {
            "name": "Brightness",
            "value": "-20%"
        },
        {
            "name": "Exposure",
            "value": "-2%"
        },
        {
            "name": "Blur",
            "value": "1.25px"
        }
    ],
    "source": "i6kz4snV7BTaEoXq6DCg",
    "split": "train",
    "split.KQdcxVWfcZnN6pLf1w4z.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,480]\",\n    \"shear:[17,-16]\",\n    \"saturation:[-15]\",\n    \"brightness:[-20]\",\n    \"exposure:[-2]\",\n    \"blur:[1.25]\"\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": 343.97470250000003,
            "y": 280.2825545,
            "width": 249.586033,
            "height": 72.979375,
            "points": [
                [
                    304.683979,
                    253.140939
                ],
                [
                    273.725849,
                    266.628268
                ],
                [
                    219.181686,
                    296.699446
                ],
                [
                    219.85146,
                    303.449446
                ],
                [
                    224.702621,
                    301.482676
                ],
                [
                    229.521233,
                    309.35926
                ],
                [
                    247.414265,
                    316.772242
                ],
                [
                    320.488684,
                    310.707399
                ],
                [
                    430.85146,
                    283.75175
                ],
                [
                    454.032847,
                    273.261254
                ],
                [
                    465.363074,
                    265.391006
                ],
                [
                    468.767719,
                    259.01759
                ],
                [
                    456.874688,
                    251.044484
                ],
                [
                    420.832818,
                    243.811874
                ],
                [
                    382.683979,
                    245.859326
                ],
                [
                    372.386302,
                    243.792867
                ],
                [
                    304.683979,
                    253.140939
                ]
            ]
        }
    ],
    "height": 480,
    "key": "-_55.jpg",
    "width": 640
}

Annotation Editor

Delete
Save (Enter)

Smart Polygon

Click inside to remove area or outside to expand.
Undo
Redo
Simplify
Simple Complex
Delete
Finish (Enter)
170%
Reset