Dataset Versions

v2

2024-09-23 2:03pm

Generated on Sep 23, 2024

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Dataset Split

Train Set 85%
4368Images
Valid Set 10%
521Images
Test Set 4%
224Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Flip: Vertical
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Blur: Up to 1.1px
Noise: Up to 1.01% of pixels

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20230420_142825.jpg
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Labels
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Raw Data

Annotations

Group:
log-section

CLASSES

LAYERS

 
log-section
29

Unused Classes

log-end

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Attributes

20230420_142825.jpg

640x640
0.41MP

Updated Sep 23, 2024

2:03PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Auto-Adjust Contrast Contrast Stretching
Flip Vertical
Rotation
Saturation -9%
Brightness 11%
Blur 0.5px
Noise 0.63%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "log-section": 150058
    },
    "datasets": [
        "pZ90U1gO6WRx9vwdtmKY"
    ],
    "destination": "3e854710d897502be512a42a0c3c7f56",
    "height": 640,
    "id": "4RF3mQ9oGAVxTnK6WcEE",
    "label": [],
    "labels": [],
    "name": "20230420_142825.jpg",
    "numSteps": 9,
    "owner": "z0ZZPFCEm6elMrpCKh62EeTosjf2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]",
        "flip:[\"vertical\"]",
        "rotate:[9]",
        "saturation:[-9]",
        "brightness:[11]",
        "blur:[0.5]",
        "noise:[0.63,611198]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "9°"
        },
        {
            "name": "Saturation",
            "value": "-9%"
        },
        {
            "name": "Brightness",
            "value": "11%"
        },
        {
            "name": "Blur",
            "value": "0.5px"
        },
        {
            "name": "Noise",
            "value": "0.63%"
        }
    ],
    "source": "4RF3mQ9oGAVxTnK6WcEE",
    "split": "train",
    "split.pZ90U1gO6WRx9vwdtmKY.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[9]\",\n    \"saturation:[-9]\",\n    \"brightness:[11]\",\n    \"blur:[0.5]\",\n    \"noise:[0.63,611198]\"\n]",
    "updated": {
        "_seconds": 1727100223,
        "_nanoseconds": 321000000
    },
    "updatedDate": "Sep 23, 2024",
    "updatedTime": "2:03PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "pZ90U1gO6WRx9vwdtmKY/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "log-section",
            "x": 137.5,
            "y": 601.5,
            "width": 197,
            "height": 77
        },
        {
            "label": "log-section",
            "x": 261.5,
            "y": 617.5,
            "width": 147,
            "height": 45
        },
        {
            "label": "log-section",
            "x": 175.5,
            "y": 541.5,
            "width": 208,
            "height": 123
        },
        {
            "label": "log-section",
            "x": 89,
            "y": 481.5,
            "width": 142,
            "height": 88
        },
        {
            "label": "log-section",
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            "y": 450,
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        },
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            "label": "log-section",
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        },
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        },
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        },
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        },
        {
            "label": "log-section",
            "x": 181.5,
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            "width": 181,
            "height": 100
        },
        {
            "label": "log-section",
            "x": 57,
            "y": 299.5,
            "width": 114,
            "height": 101
        },
        {
            "label": "log-section",
            "x": 63,
            "y": 217.5,
            "width": 126,
            "height": 95
        },
        {
            "label": "log-section",
            "x": 234.5,
            "y": 147,
            "width": 196,
            "height": 113
        },
        {
            "label": "log-section",
            "x": 268.5,
            "y": 254.5,
            "width": 193,
            "height": 115
        },
        {
            "label": "log-section",
            "x": 404.5,
            "y": 153,
            "width": 178,
            "height": 101
        },
        {
            "label": "log-section",
            "x": 271,
            "y": 27.5,
            "width": 206,
            "height": 55
        },
        {
            "label": "log-section",
            "x": 157,
            "y": 82.5,
            "width": 241,
            "height": 136
        },
        {
            "label": "log-section",
            "x": 549.5,
            "y": 122,
            "width": 138,
            "height": 114
        },
        {
            "label": "log-section",
            "x": 442.5,
            "y": 25.5,
            "width": 131,
            "height": 51
        },
        {
            "label": "log-section",
            "x": 376.5,
            "y": 88.5,
            "width": 197,
            "height": 103
        },
        {
            "label": "log-section",
            "x": 547,
            "y": 31.5,
            "width": 108,
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        },
        {
            "label": "log-section",
            "x": 611.5,
            "y": 566.5,
            "width": 57,
            "height": 69
        },
        {
            "label": "log-section",
            "x": 572.5,
            "y": 332.5,
            "width": 135,
            "height": 91
        },
        {
            "label": "log-section",
            "x": 551,
            "y": 190.5,
            "width": 142,
            "height": 79
        },
        {
            "label": "log-section",
            "x": 49.5,
            "y": 70,
            "width": 99,
            "height": 74
        },
        {
            "label": "log-section",
            "x": 385,
            "y": 567,
            "width": 171,
            "height": 99
        },
        {
            "label": "log-section",
            "x": 400.5,
            "y": 483,
            "width": 152,
            "height": 90
        },
        {
            "label": "log-section",
            "x": 534.5,
            "y": 492,
            "width": 150,
            "height": 88
        },
        {
            "label": "log-section",
            "x": 530,
            "y": 568.5,
            "width": 142,
            "height": 84
        }
    ],
    "height": 640,
    "key": "20230420_142825_jpg.rf.864dc81e1b117d6d814286b61b942deb.jpg",
    "width": 640
}

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