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Personal protective equipment

Instance Segmentation

Dataset Versions

2022-12-15 6:34pm

v14

2022-12-15 6:34pm

Generated on Dec 15, 2022

Download Dataset

4116 Total Images

View All Images

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

Similar Projects

Annotations

Group:

Personal-protective-equipment

youtube-185.jpg

640x640

0.41MP

Updated Mar 7, 54925

10:42AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 92%
Centered on 10%, 56%

Resize

Fit (black edges) in 640x640

90° Rotate

Applied

Hue

0°

Saturation

11%

Brightness

Exposure

Blur

0.75px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6ltly6T7yR7vF3rgdWug"
    ],
    "destination": "3140fc75232308c9979b131c3a7ae083",
    "height": 640,
    "id": "B68VRT9UW9fzl9pZBnaU",
    "label": [],
    "labels": [],
    "name": "youtube-185.jpg",
    "numSteps": 9,
    "owner": "cTSIe1FhbwTz5C7eDopPxzN7MO02",
    "preprocessing": [
        "auto-orient",
        "crop:[92,0.10437,0.56111]",
        "resize:[\"Fit (black edges) in\",640,640]",
        "ninety:[90]",
        "hue:[0]",
        "saturation:[11]",
        "brightness:[0]",
        "exposure:[9]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 92%<br />Centered on 10%, 56%"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "0°"
        },
        {
            "name": "Saturation",
            "value": "11%"
        },
        {
            "name": "Brightness",
            "value": "0%"
        },
        {
            "name": "Exposure",
            "value": "9%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "B68VRT9UW9fzl9pZBnaU",
    "split": "train",
    "split.6ltly6T7yR7vF3rgdWug.14": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[92,0.10437,0.56111]\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"ninety:[90]\",\n    \"hue:[0]\",\n    \"saturation:[11]\",\n    \"brightness:[0]\",\n    \"exposure:[9]\",\n    \"blur:[0.75]\"\n]",
    "updated": 1671104083356,
    "updatedDate": "Mar 7, 54925",
    "updatedTime": "10:42AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6ltly6T7yR7vF3rgdWug/14"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Doctor Blouse",
            "x": 422,
            "y": 429,
            "width": 80,
            "height": 306
        }
    ],
    "height": 640,
    "key": "youtube-185.jpg",
    "width": 640
}

Personal protective equipment

Dataset Versions

2022-12-15 6:34pm

4116 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

youtube-185.jpg

Updated Mar 7, 54925

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data