Dataset Versions

v1

Augment Version to Darknet

Generated on Mar 27, 2023

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Dataset Split

Train Set 96%
1905Images
Valid Set 4%
71Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Blur: Up to 10px
Noise: Up to 5% of pixels

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hole_detector
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Annotations

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hole

CLASSES

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Attributes

img_520.jpg

416x416
0.17MP

Updated May 27, 55204

5:45PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 416x416
90° Rotate Applied
Rotation
Blur 8.25px
Noise 0.75%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "0": 1686
    },
    "datasets": [
        "PnE2cO9xpjMYVla1Nvfa"
    ],
    "destination": "8993bd105be8d9b5cca60bfd149f2034",
    "height": 416,
    "id": "sbSMRlbVjKYwdjYSGrg2",
    "label": [],
    "labels": [],
    "name": "img_520.jpg",
    "numSteps": 6,
    "owner": "r50lvHX24EZ9teVAi0HafcreBK03",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",416,416]",
        "ninety:[-90]",
        "rotate:[9]",
        "blur:[8.25]",
        "noise:[0.75,853574]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 416x416"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "9°"
        },
        {
            "name": "Blur",
            "value": "8.25px"
        },
        {
            "name": "Noise",
            "value": "0.75%"
        }
    ],
    "source": "sbSMRlbVjKYwdjYSGrg2",
    "split": "train",
    "split.PnE2cO9xpjMYVla1Nvfa.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",416,416]\",\n    \"ninety:[-90]\",\n    \"rotate:[9]\",\n    \"blur:[8.25]\",\n    \"noise:[0.75,853574]\"\n]",
    "updated": 1679915526308,
    "updatedDate": "May 27, 55204",
    "updatedTime": "5:45PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "PnE2cO9xpjMYVla1Nvfa/1"
    ],
    "width": 416
}
{
    "boxes": [
        {
            "label": "0",
            "x": 88.5,
            "y": 297,
            "width": 21,
            "height": 23
        },
        {
            "label": "0",
            "x": 229.5,
            "y": 207,
            "width": 26,
            "height": 16
        }
    ],
    "height": 416,
    "key": "img_520.jpg",
    "width": 416
}

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