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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IMG_20210218_162011.jpg
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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_162011.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: 14°
Y: 11°
Saturation 15%
Brightness 9%
Exposure 6%
Blur 1.75px

Annotation History

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Raw Data

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        "pothole": 336,
        "fault-manhole": 317,
        "vegetation": 56,
        "drainage": 35,
        "broke_road_side": 112,
        "speed-braker": 15,
        "broken-divider": 30
    },
    "datasets": [
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    ],
    "destination": "8207e970ffbf80891688c4f63f2324f8",
    "height": 480,
    "id": "A8DLhuOpjEeYnPtI2IrR",
    "label": [],
    "labels": [],
    "name": "IMG_20210218_162011.jpg",
    "numSteps": 7,
    "owner": "WLEO9OjoEMOn1HSM9eclpfPP0kR2",
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        "brightness:[9]",
        "exposure:[6]",
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    "preprocessingParsed": [
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            "value": "Applied"
        },
        {
            "name": "Resize",
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        {
            "name": "Shear",
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        {
            "name": "Saturation",
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        {
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        {
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        {
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    "split": "train",
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        "_nanoseconds": 703000000
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    "updatedTime": "4:36AM",
    "updatedTimezone": "+00:00",
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