Dataset Versions

v3

2023-01-02 2:48pm

Generated on Jan 2, 2023

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Dataset Split

Train Set 93%
11172Images
Valid Set 4%
532Images
Test Set 2%
266Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%

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Labelled Safety Oil
Annotate
ppe_0001.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
PPEs-and-Hardhats

CLASSES

LAYERS

 
0
3
 
4
1
 
5
2

Unused Classes

1
2
3
Helmet
PPE
Person

Tags

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

Attributes

ppe_0001.jpg

640x640
0.41MP

Updated Jan 2, 2023

9:21AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Saturation -7%
Brightness 22%
Exposure -8%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "0": 13217,
        "1": 5957,
        "2": 1709,
        "3": 1888,
        "4": 3967,
        "5": 4426
    },
    "datasets": [
        "Iw02qArIEvvxUFWyYidp"
    ],
    "destination": "a0cde303eb0364f61ceb33ebcf0f7541",
    "height": 640,
    "id": "pBnMuRUwUxddpvuirWkr",
    "label": [],
    "labels": [],
    "name": "ppe_0001.jpg",
    "numSteps": 5,
    "owner": "CEWaluixofYq6ZNnlkSTyzRPWqp2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "saturation:[-7]",
        "brightness:[22]",
        "exposure:[-8]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Saturation",
            "value": "-7%"
        },
        {
            "name": "Brightness",
            "value": "22%"
        },
        {
            "name": "Exposure",
            "value": "-8%"
        }
    ],
    "source": "pBnMuRUwUxddpvuirWkr",
    "split": "train",
    "split.Iw02qArIEvvxUFWyYidp.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"saturation:[-7]\",\n    \"brightness:[22]\",\n    \"exposure:[-8]\"\n]",
    "updated": {
        "_seconds": 1672651285,
        "_nanoseconds": 101000000
    },
    "updatedDate": "Jan 2, 2023",
    "updatedTime": "9:21AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "Iw02qArIEvvxUFWyYidp/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "5",
            "x": 196.5,
            "y": 121,
            "width": 73,
            "height": 85
        },
        {
            "label": "4",
            "x": 295.5,
            "y": 88,
            "width": 64,
            "height": 75
        },
        {
            "label": "5",
            "x": 448.5,
            "y": 187,
            "width": 60,
            "height": 57.5
        },
        {
            "label": "0",
            "x": 180,
            "y": 337.5,
            "width": 134.5,
            "height": 542.5
        },
        {
            "label": "0",
            "x": 299.5,
            "y": 311.5,
            "width": 118,
            "height": 570.5
        },
        {
            "label": "0",
            "x": 469,
            "y": 378.5,
            "width": 155,
            "height": 492
        }
    ],
    "height": 640,
    "key": "ppe_0001.jpg",
    "width": 640
}

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