Edit Project

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-22.jpg

640x640

0.41MP

Updated Mar 7, 54925

10:50AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Crop

Keep 99%
Centered on 36%, 65%

Resize

Fit (black edges) in 640x640

90° Rotate

Applied

Hue

8°

Saturation

-7%

Brightness

Exposure

-4%

Blur

0.75px

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "6ltly6T7yR7vF3rgdWug"
    ],
    "destination": "d6c68d6e939603abb0593e88fd75d395",
    "height": 640,
    "id": "bFh9cWajMhsFPK5ip6z0",
    "label": [],
    "labels": [],
    "name": "youtube-22.jpg",
    "numSteps": 9,
    "owner": "cTSIe1FhbwTz5C7eDopPxzN7MO02",
    "preprocessing": [
        "auto-orient",
        "crop:[99,0.35875,0.650623]",
        "resize:[\"Fit (black edges) in\",640,640]",
        "ninety:[-90]",
        "hue:[8]",
        "saturation:[-7]",
        "brightness:[7]",
        "exposure:[-4]",
        "blur:[0.75]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 99%<br />Centered on 36%, 65%"
        },
        {
            "name": "Resize",
            "value": "Fit (black edges) in 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Hue",
            "value": "8°"
        },
        {
            "name": "Saturation",
            "value": "-7%"
        },
        {
            "name": "Brightness",
            "value": "7%"
        },
        {
            "name": "Exposure",
            "value": "-4%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        }
    ],
    "source": "bFh9cWajMhsFPK5ip6z0",
    "split": "train",
    "split.6ltly6T7yR7vF3rgdWug.14": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[99,0.35875,0.650623]\",\n    \"resize:[\\\"Fit (black edges) in\\\",640,640]\",\n    \"ninety:[-90]\",\n    \"hue:[8]\",\n    \"saturation:[-7]\",\n    \"brightness:[7]\",\n    \"exposure:[-4]\",\n    \"blur:[0.75]\"\n]",
    "updated": 1671104083846,
    "updatedDate": "Mar 7, 54925",
    "updatedTime": "10:50AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6ltly6T7yR7vF3rgdWug/14"
    ],
    "width": 640
}

Annotation Data

{
    "boxes": [
        {
            "label": "Face Mask",
            "x": 257,
            "y": 506,
            "width": 14,
            "height": 18
        },
        {
            "label": "Face Mask",
            "x": 273,
            "y": 386,
            "width": 6,
            "height": 7
        }
    ],
    "height": 640,
    "key": "youtube-22.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-22.jpg

Updated Mar 7, 54925

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data