Dataset Versions

v2

2023-07-14 2:50am

Generated on Jul 13, 2023

Dataset Split

Train Set 87%
978Images
Valid Set 9%
96Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -15% and +15%
Noise: Up to 11% of pixels

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Labels
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Raw Data

Annotations

Group: not-infected
 
Not infected
1

Unused Classes

Mild
Moderate
Severe

Attributes

camel-38.png

640x640
0.41MP

Updated Jul 13, 2023

10:50PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
Saturation 1%
Noise 5.5%

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Mild": 98,
        "Moderate": 141,
        "Not infected": 112,
        "Severe": 256
    },
    "datasets": [
        "HanjhhEIl6EJh5L997BY"
    ],
    "destination": "3848dd0c3539c6f9fccd42ff72f78b84",
    "height": 640,
    "id": "VNCBNEXYL3rpn1LNWrrW",
    "label": [],
    "labels": [],
    "name": "camel-38.png",
    "numSteps": 4,
    "owner": "GHToXB8toI14sEAgcnVt",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "saturation:[1]",
        "noise:[5.5,722559]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Saturation",
            "value": "1%"
        },
        {
            "name": "Noise",
            "value": "5.5%"
        }
    ],
    "source": "VNCBNEXYL3rpn1LNWrrW",
    "split": "train",
    "split.HanjhhEIl6EJh5L997BY.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"saturation:[1]\",\n    \"noise:[5.5,722559]\"\n]",
    "updated": {
        "_seconds": 1689288614,
        "_nanoseconds": 401000000
    },
    "updatedDate": "Jul 13, 2023",
    "updatedTime": "10:50PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "HanjhhEIl6EJh5L997BY/2"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "Not infected",
            "x": 446.62942300000003,
            "y": 426.9387755,
            "width": 284.24581,
            "height": 324.89795899999996,
            "points": [
                [
                    520.223464,
                    528.979592
                ],
                [
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                    532.244898
                ],
                [
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                ],
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                ],
                [
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                ],
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                ],
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                ],
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                ],
                [
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                ],
                [
                    423.687151,
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                ],
                [
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                ],
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                    350.986965,
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                ],
                [
                    304.506518,
                    368.979592
                ],
                [
                    306.294227,
                    572.244898
                ],
                [
                    310.465549,
                    589.387755
                ],
                [
                    326.554935,
                    588.571429
                ],
                [
                    364.096834,
                    568.163265
                ],
                [
                    378.994413,
                    524.897959
                ],
                [
                    386.741155,
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                ],
                [
                    455.865922,
                    533.877551
                ],
                [
                    484.469274,
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                ],
                [
                    508.3054,
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                ],
                [
                    511.284916,
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                ],
                [
                    520.223464,
                    528.979592
                ]
            ]
        }
    ],
    "height": 640,
    "key": "camel 38.png",
    "width": 640
}

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