Dataset Versions

v1

2023-12-06 3:46pm

Generated on Dec 6, 2023

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Dataset Split

Train Set 87%
444Images
Valid Set 8%
43Images
Test Set 4%
21Images

Preprocessing

Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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Parawood Cross Section
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Annotations

Group: Cross-Section
 
Cross Section
1

Unused Classes

1

Attributes

092563_47_1.JPG

640x640
0.41MP

Updated Jul 22, 55899

10:48PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Resize Stretch to 640x640
Grayscale Applied
Auto-Adjust Contrast Adaptive Equalization
Hue -10°
Saturation -15%
Exposure 21%
Blur 1.75px
Noise 2.5%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "1": 1,
        "Cross Section": 211
    },
    "datasets": [
        "rFQEImLDVC0XjsgZsqb9"
    ],
    "destination": "04f269bb816a7113ff39d3f2d1c5553a",
    "height": 640,
    "id": "9fxPlJKOadHCY7oOXFjn",
    "label": [],
    "labels": [],
    "name": "092563_47_1.JPG",
    "numSteps": 8,
    "owner": "a55aN2Xpb3M6JOTnNYn9heftz4k1",
    "preprocessing": [
        "resize:[\"Stretch to\",640,640]",
        "grayscale",
        "auto-contrast:[\"Adaptive Equalization\"]",
        "hue:[-10]",
        "saturation:[-15]",
        "exposure:[21]",
        "blur:[1.75]",
        "noise:[2.5,93175]"
    ],
    "preprocessingParsed": [
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Adaptive Equalization"
        },
        {
            "name": "Hue",
            "value": "-10°"
        },
        {
            "name": "Saturation",
            "value": "-15%"
        },
        {
            "name": "Exposure",
            "value": "21%"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        },
        {
            "name": "Noise",
            "value": "2.5%"
        }
    ],
    "source": "9fxPlJKOadHCY7oOXFjn",
    "split": "train",
    "split.rFQEImLDVC0XjsgZsqb9.1": "train",
    "status": "generated",
    "transforms": "[\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"grayscale\",\n    \"auto-contrast:[\\\"Adaptive Equalization\\\"]\",\n    \"hue:[-10]\",\n    \"saturation:[-15]\",\n    \"exposure:[21]\",\n    \"blur:[1.75]\",\n    \"noise:[2.5,93175]\"\n]",
    "updated": 1701852418128,
    "updatedDate": "Jul 22, 55899",
    "updatedTime": "10:48PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "rFQEImLDVC0XjsgZsqb9/1"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Cross Section",
            "x": 348,
            "y": 337,
            "width": 350,
            "height": 473
        }
    ],
    "height": 640,
    "key": "092563_47_1.jpg",
    "width": 640
}

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