Dataset Versions

v1

2023-07-07 2:00pm

Generated on Jul 7, 2023

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Dataset Split

Train Set 88%
81Images
Valid Set 8%
7Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%

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hikcam-38
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Image-21.png
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Raw Data

Annotations

Group:
node

CLASSES

LAYERS

 
node
5

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Attributes

Image-21.png

640x640
0.41MP

Updated Jul 7, 2023

5:01AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Brightness Applied Per Bounding Box
90° Rotate Applied
Noise 1.5%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "node": 225
    },
    "datasets": [
        "zoDECJ8YT02IVWyR3JrI"
    ],
    "destination": "d7b52ee102940d8d113b08f5b03320a8",
    "height": 640,
    "id": "TmlKpmvie8ncT7XfQDXq",
    "label": [],
    "labels": [],
    "name": "Image-21.png",
    "numSteps": 5,
    "owner": "JoeXj2YTOBMoEBBtPpcHgaC6Yco2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "brightness:[[22],[-17],[-16],[-15],[-25]]",
        "ninety:[-90]",
        "noise:[1.5,39121]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Brightness",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Noise",
            "value": "1.5%"
        }
    ],
    "source": "TmlKpmvie8ncT7XfQDXq",
    "split": "train",
    "split.zoDECJ8YT02IVWyR3JrI.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"brightness:[[22],[-17],[-16],[-15],[-25]]\",\n    \"ninety:[-90]\",\n    \"noise:[1.5,39121]\"\n]",
    "updated": {
        "_seconds": 1688706069,
        "_nanoseconds": 56000000
    },
    "updatedDate": "Jul 7, 2023",
    "updatedTime": "5:01AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "zoDECJ8YT02IVWyR3JrI/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "node",
            "x": 282,
            "y": 347,
            "width": 38,
            "height": 34
        },
        {
            "label": "node",
            "x": 570.5,
            "y": 419.5,
            "width": 35,
            "height": 18
        },
        {
            "label": "node",
            "x": 306.5,
            "y": 195.5,
            "width": 30,
            "height": 20
        },
        {
            "label": "node",
            "x": 527.5,
            "y": 193,
            "width": 30,
            "height": 18
        },
        {
            "label": "node",
            "x": 413,
            "y": 367.5,
            "width": 24,
            "height": 19
        }
    ],
    "height": 640,
    "key": "Image-21.png",
    "width": 640
}

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