Dataset Versions

v2

augmented-416x416

Generated on Aug 22, 2024

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Dataset Split

Train Set 88%
210Images
Valid Set 8%
20Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1.5px

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Hard Hat Sample
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train
Labels
Attributes
Raw Data

Annotations

Group:
Workers

CLASSES

LAYERS

 
helmet
1

Unused Classes

head
person

Tags

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

Attributes

000039_jpg

360x360
0.13MP

Updated Aug 22, 2024

7:06AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 416x416
Rotation 12°
Crop Keep 75%
Centered on 15%, 32%
Blur 0.75px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "GF95a6eZfmtpIKbCSEQq"
    ],
    "destination": "PJjxRhOBPOCMqtOhDWNs",
    "height": 360,
    "id": "KsQl0nrAU0YtqTxo33Hi",
    "label": [],
    "labels": [],
    "name": "000039_jpg",
    "numSteps": 5,
    "owner": "2ixVYhhVG3d3bUhljeo2gPjovLp2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "rotate:[12]",
        "crop:[75,0.149241,0.318753]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Rotation",
            "value": "12°"
        },
        {
            "name": "Crop",
            "value": "Keep 75%<br />Centered on 15%, 32%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "KsQl0nrAU0YtqTxo33Hi",
    "split": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"rotate:[12]\",\n    \"crop:[75,0.149241,0.318753]\",\n    \"blur:[0.75]\"\n]",
    "updated": 1724310419.91,
    "updatedDate": "Aug 22, 2024",
    "updatedTime": "7:06AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "GF95a6eZfmtpIKbCSEQq/2"
    ],
    "width": 360
}
{
    "boxes": [
        {
            "label": "helmet",
            "x": 234.5,
            "y": 108,
            "width": 42,
            "height": 56
        }
    ],
    "height": 360,
    "key": "000039_jpg.rf.e5e880bc52e65d5d2a548718e453f12e.jpg",
    "width": 360
}

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