Dataset Versions

classify_crop_weed

Generated on Jul 1, 2024

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3734 Total Images

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Dataset Split

Train Set 94%

3510Images

Valid Set 4%

140Images

Test Set 2%

84Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3

Flip: Horizontal

Rotation: Between -15° and +15°

Saturation: Between -25% and +25%

Brightness: Between -15% and +15%

Noise: Up to 0.1% of pixels

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Annotations

Group:

crop-weed

CLASSES

crop

Unused Classes

Unlabeled

weed

crop_0_858.jpeg

640x640

0.41MP

Updated Feb 15, 56469

5:57AM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 640x640
Flip	Horizontal
Rotation	8°
Saturation	22%
Brightness	3%
Noise	0.08%

Raw Data

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    "camera": "Generated by Roboflow",
    "classes": {
        "crop": 747,
        "weed": 647
    },
    "datasets": [
        "VhLKJAj3sInuhJuLBDzz"
    ],
    "destination": "e6caeabb9743ee6ad32e9b44be19c4b5",
    "height": 640,
    "id": "3lJDYljYvi6baotTQcap",
    "label": [
        "crop"
    ],
    "labels": [
        "crop"
    ],
    "name": "crop_0_858.jpeg",
    "numSteps": 7,
    "owner": "hGJ9DMICG5d5xLqzr4vYaTaiGcD3",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "flip:[\"horizontal\"]",
        "rotate:[8]",
        "saturation:[22]",
        "brightness:[3]",
        "noise:[0.08,549127]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "8°"
        },
        {
            "name": "Saturation",
            "value": "22%"
        },
        {
            "name": "Brightness",
            "value": "3%"
        },
        {
            "name": "Noise",
            "value": "0.08%"
        }
    ],
    "source": "3lJDYljYvi6baotTQcap",
    "split": "train",
    "split.VhLKJAj3sInuhJuLBDzz.2": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[8]\",\n    \"saturation:[22]\",\n    \"brightness:[3]\",\n    \"noise:[0.08,549127]\"\n]",
    "updated": 1719826322275,
    "updatedDate": "Feb 15, 56469",
    "updatedTime": "5:57AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "VhLKJAj3sInuhJuLBDzz/2"
    ],
    "width": 640
}

{
    "boxes": [],
    "height": 640,
    "key": "crop_0_858.jpeg",
    "width": 640
}

classification