Dataset Versions

v3

2022-11-29 10:47am

Generated on Nov 29, 2022

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Dataset Split

Train Set 82%
765Images
Valid Set 9%
84Images
Test Set 9%
84Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Saturation: Between -30% and +30%
Brightness: Between -30% and +30%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 10% of pixels

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field_crop_20221104
Annotate
image_27_5_1.png
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train
Labels
Attributes
Raw Data

Annotations

Group:
crop

CLASSES

LAYERS

 
Cabbage
19

Unused Classes

radish_1
radish_2

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

image_27_5_1.png

1024x340
0.35MP

Updated Nov 29, 2022

1:47AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Rotation
Saturation -19%
Brightness 6%
Exposure 1%
Blur 9.25px
Noise 6%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "radish_2": 4176,
        "Cabbage": 9832,
        "radish_1": 4168
    },
    "datasets": [
        "a1SRv2uGur54oJowSq3y"
    ],
    "destination": "d3ddd924e5fbc4f2dc8a6589aa7cfef5",
    "height": 340,
    "id": "tZwuwQL30k1Q4husMn3O",
    "label": [],
    "labels": [],
    "name": "image_27_5_1.png",
    "numSteps": 7,
    "owner": "ocLzoUpTjr2MfdMhiTZ1",
    "preprocessing": [
        "auto-orient",
        "rotate:[6]",
        "saturation:[-19]",
        "brightness:[6]",
        "exposure:[1]",
        "blur:[9.25]",
        "noise:[6,578535]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Rotation",
            "value": "6°"
        },
        {
            "name": "Saturation",
            "value": "-19%"
        },
        {
            "name": "Brightness",
            "value": "6%"
        },
        {
            "name": "Exposure",
            "value": "1%"
        },
        {
            "name": "Blur",
            "value": "9.25px"
        },
        {
            "name": "Noise",
            "value": "6%"
        }
    ],
    "source": "tZwuwQL30k1Q4husMn3O",
    "split": "train",
    "split.a1SRv2uGur54oJowSq3y.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"rotate:[6]\",\n    \"saturation:[-19]\",\n    \"brightness:[6]\",\n    \"exposure:[1]\",\n    \"blur:[9.25]\",\n    \"noise:[6,578535]\"\n]",
    "updated": {
        "_seconds": 1669686425,
        "_nanoseconds": 346000000
    },
    "updatedDate": "Nov 29, 2022",
    "updatedTime": "1:47AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "a1SRv2uGur54oJowSq3y/3"
    ],
    "width": 1024
}
{
    "boxes": [
        {
            "label": "Cabbage",
            "x": 329.5,
            "y": 104.5,
            "width": 147,
            "height": 152
        },
        {
            "label": "Cabbage",
            "x": 436.5,
            "y": 85.5,
            "width": 138,
            "height": 136
        },
        {
            "label": "Cabbage",
            "x": 456,
            "y": 184.5,
            "width": 140,
            "height": 128
        },
        {
            "label": "Cabbage",
            "x": 341,
            "y": 204.5,
            "width": 133,
            "height": 132
        },
        {
            "label": "Cabbage",
            "x": 117,
            "y": 172.5,
            "width": 196,
            "height": 136
        },
        {
            "label": "Cabbage",
            "x": 115.5,
            "y": 255.5,
            "width": 147,
            "height": 151
        },
        {
            "label": "Cabbage",
            "x": 347.5,
            "y": 291.5,
            "width": 155,
            "height": 97
        },
        {
            "label": "Cabbage",
            "x": 455.5,
            "y": 270.5,
            "width": 173,
            "height": 139
        },
        {
            "label": "Cabbage",
            "x": 620.5,
            "y": 58,
            "width": 157,
            "height": 116
        },
        {
            "label": "Cabbage",
            "x": 718,
            "y": 49,
            "width": 146,
            "height": 98
        },
        {
            "label": "Cabbage",
            "x": 649.5,
            "y": 136.5,
            "width": 124,
            "height": 141
        },
        {
            "label": "Cabbage",
            "x": 743,
            "y": 122.5,
            "width": 145,
            "height": 142
        },
        {
            "label": "Cabbage",
            "x": 961,
            "y": 186,
            "width": 126,
            "height": 138
        },
        {
            "label": "Cabbage",
            "x": 943.5,
            "y": 31,
            "width": 131,
            "height": 62
        },
        {
            "label": "Cabbage",
            "x": 963.5,
            "y": 89,
            "width": 121,
            "height": 137
        },
        {
            "label": "Cabbage",
            "x": 743.5,
            "y": 230.5,
            "width": 135,
            "height": 129
        },
        {
            "label": "Cabbage",
            "x": 44.5,
            "y": 278,
            "width": 85,
            "height": 124
        },
        {
            "label": "Cabbage",
            "x": 677,
            "y": 289.5,
            "width": 132,
            "height": 80
        },
        {
            "label": "Cabbage",
            "x": 962,
            "y": 249,
            "width": 124,
            "height": 100
        }
    ],
    "height": 340,
    "key": "image_27_5_1.png",
    "width": 1024
}

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