Dataset Versions

v4

2024-05-29 9:59pm

Generated on May 29, 2024

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Dataset Split

Train Set 88%
4341Images
Valid Set 8%
416Images
Test Set 4%
200Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Brightness: Between -10% and +10%

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D
1

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C
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H
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Attributes

WIN_20220228_09_30_46_Pro.jpg

640x640
0.41MP

Updated May 26, 56379

11:51AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Rotation -9°
Brightness -8%

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "cEmaadCpn32FQZKKKQoN"
    ],
    "destination": "01eef5ab3c1a42c08c1bee49962bde2c",
    "height": 640,
    "id": "st2ItkcWhjyvjiLUwTIi",
    "label": [],
    "labels": [],
    "name": "WIN_20220228_09_30_46_Pro.jpg",
    "numSteps": 4,
    "owner": "jMILfzflYVUSQXgP66qghzWmROC2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[-9]",
        "brightness:[-8]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "-9°"
        },
        {
            "name": "Brightness",
            "value": "-8%"
        }
    ],
    "source": "st2ItkcWhjyvjiLUwTIi",
    "split": "train",
    "split.cEmaadCpn32FQZKKKQoN.4": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[-9]\",\n    \"brightness:[-8]\"\n]",
    "updated": 1716994756267,
    "updatedDate": "May 26, 56379",
    "updatedTime": "11:51AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "cEmaadCpn32FQZKKKQoN/4"
    ],
    "width": 640
}
                            
                            

Annotation Data

{
    "boxes": [
        {
            "label": "D",
            "x": 337,
            "y": 397.5,
            "width": 127,
            "height": 235
        }
    ],
    "height": 640,
    "key": "WIN_20220228_09_30_46_Pro.jpg",
    "width": 640
}
                                

                                

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