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
Annotate
IMG_20210218_162308.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
pothole

CLASSES

LAYERS

 
pothole
2

Unused Classes

broke_road_side
broken-divider
crack
drainage
fault-manhole

Tags

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

Attributes

IMG_20210218_162308.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: 4°
Y: -4°
Saturation 8%
Brightness 20%
Exposure 0%
Blur 2.5px

Annotation History

Loading...

Raw Data

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    "classes": {
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        "pothole": 336,
        "fault-manhole": 317,
        "vegetation": 56,
        "drainage": 35,
        "broke_road_side": 112,
        "speed-braker": 15,
        "broken-divider": 30
    },
    "datasets": [
        "KQdcxVWfcZnN6pLf1w4z"
    ],
    "destination": "a32b0e29f2f193df654db967356d3848",
    "height": 480,
    "id": "8E5tuWyRrKHFBpNx5ydy",
    "label": [],
    "labels": [],
    "name": "IMG_20210218_162308.jpg",
    "numSteps": 7,
    "owner": "WLEO9OjoEMOn1HSM9eclpfPP0kR2",
    "preprocessing": [
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        "resize:[\"Stretch to\",640,480]",
        "shear:[4,-4]",
        "saturation:[8]",
        "brightness:[20]",
        "exposure:[0]",
        "blur:[2.5]"
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x480"
        },
        {
            "name": "Shear",
            "value": "X: 4°<br/>Y: -4°"
        },
        {
            "name": "Saturation",
            "value": "8%"
        },
        {
            "name": "Brightness",
            "value": "20%"
        },
        {
            "name": "Exposure",
            "value": "0%"
        },
        {
            "name": "Blur",
            "value": "2.5px"
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    ],
    "source": "8E5tuWyRrKHFBpNx5ydy",
    "split": "train",
    "split.KQdcxVWfcZnN6pLf1w4z.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,480]\",\n    \"shear:[4,-4]\",\n    \"saturation:[8]\",\n    \"brightness:[20]\",\n    \"exposure:[0]\",\n    \"blur:[2.5]\"\n]",
    "updated": {
        "_seconds": 1732077413,
        "_nanoseconds": 703000000
    },
    "updatedDate": "Nov 20, 2024",
    "updatedTime": "4:36AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "KQdcxVWfcZnN6pLf1w4z/5"
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    "width": 640
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