Dataset Versions

v1

2023-05-30 6:06am

Generated on May 29, 2023

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Dataset Split

Train Set 80%
864Images
Valid Set 12%
133Images
Test Set 7%
77Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
RoadDamage
Annotate
000000128.png
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train
Labels
Attributes
Raw Data

Annotations

Group: RoadDamage
 
stormDrain
1

Unused Classes

catsEye
cracks
craks
pothole
speedBump
waterPuddle

Attributes

000000128.png

640x640
0.41MP

Updated May 29, 2023

11:36PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Modify Classes Applied
Flip Horizontal

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "waterPuddle": 19,
        "catsEye": 285,
        "craks": 426,
        "pothole": 105,
        "stormDrain": 141,
        "speedBump": 8
    },
    "datasets": [
        "6qZ4S3NrckClfpyXcBtS"
    ],
    "destination": "5d0237240ba19157fbfc751f67c516c4",
    "height": 640,
    "id": "5OpNQI6ubNHjbfDL4mj5",
    "label": [],
    "labels": [],
    "name": "000000128.png",
    "numSteps": 4,
    "owner": "RGXWc3PucjfywvYm1wTbOSWPx3o2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "remap:[\"7ce7d3c0df90ee2e0f64464fcab5c8e4\"]",
        "flip:[\"horizontal\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        }
    ],
    "source": "5OpNQI6ubNHjbfDL4mj5",
    "split": "train",
    "split.6qZ4S3NrckClfpyXcBtS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"remap:[\\\"7ce7d3c0df90ee2e0f64464fcab5c8e4\\\"]\",\n    \"flip:[\\\"horizontal\\\"]\"\n]",
    "updated": {
        "_seconds": 1685403368,
        "_nanoseconds": 495000000
    },
    "updatedDate": "May 29, 2023",
    "updatedTime": "11:36PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6qZ4S3NrckClfpyXcBtS/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "stormDrain",
            "x": 312.5,
            "y": 420,
            "width": 29,
            "height": 9
        }
    ],
    "height": 640,
    "key": "000000128.png",
    "width": 640
}

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