Dataset Versions

v8

2024-11-20 2:35pm

Generated on Nov 20, 2024

Dataset Split

Train Set 88%
888Images
Valid Set 9%
86Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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Board detection v2
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IMG_0139_MOV-0012.jpg
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Attributes

IMG_0139_MOV-0012.jpg

640x640
0.41MP

Updated Nov 20, 2024

2:35PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Flip Both
90° Rotate Applied
Rotation -4°
Saturation 15%
Brightness -1%
Exposure -9%
Blur 1.75px
Noise 0.05%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "boards": 2401
    },
    "datasets": [
        "vQDjPb8OEp8FlWvEktEL"
    ],
    "destination": "4eb32e7e43c2e84c00893436748fc10e",
    "height": 640,
    "id": "7uTpm5JozKctN4BQ4eLy",
    "label": [],
    "labels": [],
    "name": "IMG_0139_MOV-0012.jpg",
    "numSteps": 10,
    "owner": "7gHbo6S7COhVfOHCPbT0H76XDtC3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"both\"]",
        "ninety:[180]",
        "rotate:[-4]",
        "saturation:[15]",
        "brightness:[-1]",
        "exposure:[-9]",
        "blur:[1.75]",
        "noise:[0.05,879268]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Both"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "-4°"
        },
        {
            "name": "Saturation",
            "value": "15%"
        },
        {
            "name": "Brightness",
            "value": "-1%"
        },
        {
            "name": "Exposure",
            "value": "-9%"
        },
        {
            "name": "Blur",
            "value": "1.75px"
        },
        {
            "name": "Noise",
            "value": "0.05%"
        }
    ],
    "source": "7uTpm5JozKctN4BQ4eLy",
    "split": "train",
    "split.vQDjPb8OEp8FlWvEktEL.8": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"both\\\"]\",\n    \"ninety:[180]\",\n    \"rotate:[-4]\",\n    \"saturation:[15]\",\n    \"brightness:[-1]\",\n    \"exposure:[-9]\",\n    \"blur:[1.75]\",\n    \"noise:[0.05,879268]\"\n]",
    "updated": {
        "_seconds": 1732113343,
        "_nanoseconds": 882000000
    },
    "updatedDate": "Nov 20, 2024",
    "updatedTime": "2:35PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "vQDjPb8OEp8FlWvEktEL/8"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "IMG_0139_MOV-0012.jpg",
    "width": 640
}

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