Dataset Versions

Versions
2022-12-15 6:34pm
v14
·
2 years ago
2022-12-14 10:51pm
v13
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2 years ago
2022-12-14 6:26am
v12
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2 years ago
2022-12-14 12:24am
v11
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2 years ago
2022-12-13 8:31am
v10
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2 years ago
2022-12-12 12:18pm
v9
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2 years ago
2022-12-12 12:15pm
v8
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2 years ago
2022-12-12 11:11am
v7
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2 years ago
2022-12-12 9:16am
v6
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2 years ago
2022-12-12 9:04am
v5
·
2 years ago
2022-12-11 12:38pm
v4
·
2 years ago
2022-12-11 1:12am
v1
·
2 years ago
v14

2022-12-15 6:34pm

Generated on Dec 15, 2022
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4116 Total Images

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Dataset Split

Train Set 96%
3966Images
Valid Set 2%
83Images
Test Set 2%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Hue: Between -20° and +20°
Saturation: Between -24% and +24%
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px

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Personal protective equipment
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Labels
Attributes
Raw Data

Annotations

Group:
Personal-protective-equipment

Classes

Layers

 
Examination Gloves
2
 
Face Mask
1
 
Face Shield
1
 
Protective Clothing
1

Unused Classes

Doctor Blouse
Shoes Cover

Tags

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

Attributes

youtube-200.jpg

640x640
0.41MP

Updated Mar 7, 54925

10:39AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 99%
Centered on 45%, 84%
Resize Fit (black edges) in 640x640
Flip Vertical
90° Rotate Applied
Hue 15°
Saturation -10%
Brightness 2%
Exposure 9%
Blur 0.75px

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6ltly6T7yR7vF3rgdWug"
    ],
    "destination": "05143f81ad966c69bbacc17dae755c75",
    "height": 640,
    "id": "yR3qOHdEsn5CKyRKZLOx",
    "label": [],
    "labels": [],
    "name": "youtube-200.jpg",
    "numSteps": 10,
    "owner": "cTSIe1FhbwTz5C7eDopPxzN7MO02",
    "preprocessing": [
        "auto-orient",
        "crop:[99,0.449301,0.836488]",
        "resize:[\"Fit (black edges) in\",640,640]",
        "flip:[\"vertical\"]",
        "ninety:[90]",
        "hue:[15]",
        "saturation:[-10]",
        "brightness:[2]",
        "exposure:[9]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 99%<br />Centered on 45%, 84%"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "15°"
        },
        {
            "name": "Saturation",
            "value": "-10%"
        },
        {
            "name": "Brightness",
            "value": "2%"
        },
        {
            "name": "Exposure",
            "value": "9%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "yR3qOHdEsn5CKyRKZLOx",
    "split": "train",
    "split.6ltly6T7yR7vF3rgdWug.14": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[99,0.449301,0.836488]\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"ninety:[90]\",\n    \"hue:[15]\",\n    \"saturation:[-10]\",\n    \"brightness:[2]\",\n    \"exposure:[9]\",\n    \"blur:[0.75]\"\n]",
    "updated": 1671104083181,
    "updatedDate": "Mar 7, 54925",
    "updatedTime": "10:39AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6ltly6T7yR7vF3rgdWug/14"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Examination Gloves",
            "x": 269,
            "y": 280,
            "width": 56,
            "height": 116
        },
        {
            "label": "Examination Gloves",
            "x": 309,
            "y": 311,
            "width": 44,
            "height": 100
        },
        {
            "label": "Face Shield",
            "x": 377,
            "y": 289,
            "width": 151,
            "height": 95
        },
        {
            "label": "Face Mask",
            "x": 385,
            "y": 271,
            "width": 46,
            "height": 51
        },
        {
            "label": "Protective Clothing",
            "x": 281,
            "y": 162,
            "width": 280,
            "height": 207
        }
    ],
    "height": 640,
    "key": "youtube-200.jpg",
    "width": 640
}

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