Dataset Versions

v18

five

Generated on Mar 3, 2024

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Dataset Split

Train Set 93%
1335Images
Valid Set 4%
53Images
Test Set 4%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Blur: Up to 1.3px
Bounding Box: Exposure: Between -10% and +10%

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Azure components
Annotate
OIP-10-.jpg
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train
Labels
Attributes
Raw Data

Annotations

Group:
Components

CLASSES

LAYERS

 
File Share
1

Unused Classes

Application gateway
Azure Active Directory
Azure Key Vault
Azure Monitor
Azure V-net
Firewall
MicrosoftAzure
Oracle DB
PostgreSQL DB
VM Scale Set
Web Application

Tags

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

Attributes

OIP-10-.jpg

640x640
0.41MP

Updated Mar 3, 2024

1:20PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fill (with center crop) in 640x640
Exposure Applied Per Bounding Box
Rotation -31°
Blur 0.5px

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "MicrosoftAzure": 86,
        "Oracle DB": 13,
        "Application gateway": 36,
        "PostgreSQL DB": 47,
        "Azure Active Directory": 68,
        "File Share": 57,
        "VM Scale Set": 39,
        "Azure V-net": 26,
        "Azure Key Vault": 18,
        "Web Application": 55,
        "Azure Monitor": 69,
        "Firewall": 42
    },
    "datasets": [
        "nePc09QIAZe0AB7ck4Zc"
    ],
    "destination": "a9bf180e3d97828d1067b874ee769483",
    "height": 640,
    "id": "1aXJoCwL1hM5EgIj1ZV4",
    "label": [],
    "labels": [],
    "name": "OIP-10-.jpg",
    "numSteps": 5,
    "owner": "71ML0z9tcCQgeOV8gEGouPGx5Bs1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fill (with center crop) in\",640,640]",
        "exposure:[[3]]",
        "rotate:[-31]",
        "blur:[0.5]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 640x640"
        },
        {
            "name": "Exposure",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Rotation",
            "value": "-31°"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        }
    ],
    "source": "1aXJoCwL1hM5EgIj1ZV4",
    "split": "train",
    "split.nePc09QIAZe0AB7ck4Zc.18": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fill (with center crop) in\\\",640,640]\",\n    \"exposure:[[3]]\",\n    \"rotate:[-31]\",\n    \"blur:[0.5]\"\n]",
    "updated": {
        "_seconds": 1709472028,
        "_nanoseconds": 577000000
    },
    "updatedDate": "Mar 3, 2024",
    "updatedTime": "1:20PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "nePc09QIAZe0AB7ck4Zc/18"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "File Share",
            "x": 321.5,
            "y": 321,
            "width": 45,
            "height": 47
        }
    ],
    "height": 640,
    "key": "OIP (10).jpg",
    "width": 640
}

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