Dataset Versions

v2

augmented-416x416

Generated on Nov 5, 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
Hard Hat Sample
Annotate
000040_jpg
Show/hide annotations(H)
train
Labels
Attributes
Raw Data

Annotations

Group:
Workers

CLASSES

LAYERS

 
helmet
3
 
person
3

Unused Classes

head

Tags

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

Attributes

000040_jpg

344x344
0.12MP

Updated Nov 5, 2024

12:19PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 416x416
Rotation -5°
Crop Keep 69%
Centered on 25%, 52%
Blur 1.5px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "datasets": [
        "G0kU3NOJ9i52ycFcER9L"
    ],
    "destination": "vpCxxsrHPEIIScUiqpmw",
    "height": 344,
    "id": "xIxh27zqCe9scoY00ImT",
    "label": [],
    "labels": [],
    "name": "000040_jpg",
    "numSteps": 5,
    "owner": "8WGwDuMydERUEBhoMrBOc1nHiQJ3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "rotate:[-5]",
        "crop:[69,0.245116,0.517595]",
        "blur:[1.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "Rotation",
            "value": "-5°"
        },
        {
            "name": "Crop",
            "value": "Keep 69%<br />Centered on 25%, 52%"
        },
        {
            "name": "Blur",
            "value": "1.5px"
        }
    ],
    "source": "xIxh27zqCe9scoY00ImT",
    "split": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"rotate:[-5]\",\n    \"crop:[69,0.245116,0.517595]\",\n    \"blur:[1.5]\"\n]",
    "updated": 1730809153.646,
    "updatedDate": "Nov 5, 2024",
    "updatedTime": "12:19PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "G0kU3NOJ9i52ycFcER9L/2"
    ],
    "width": 344
}
{
    "boxes": [
        {
            "label": "helmet",
            "x": 189,
            "y": 74.5,
            "width": 26,
            "height": 22
        },
        {
            "label": "helmet",
            "x": 241.5,
            "y": 80.5,
            "width": 24,
            "height": 20
        },
        {
            "label": "helmet",
            "x": 202,
            "y": 30.5,
            "width": 24,
            "height": 19
        },
        {
            "label": "person",
            "x": 238.5,
            "y": 108.5,
            "width": 46,
            "height": 71
        },
        {
            "label": "person",
            "x": 202.5,
            "y": 56,
            "width": 38,
            "height": 69
        },
        {
            "label": "person",
            "x": 189,
            "y": 108,
            "width": 42,
            "height": 85
        }
    ],
    "height": 344,
    "key": "000040_jpg.rf.ab00c59a7d1431a6920b1f9ba21166c7.jpg",
    "width": 344
}

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