Dataset Versions

v1

2024-10-25 8:43am

Generated on Oct 25, 2024

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Dataset Split

Train Set 88%
189Images
Valid Set 8%
18Images
Test Set 4%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 480x480

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -24° and +24°
Saturation: Between -28% and +28%
Brightness: Between -22% and +22%

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InsentObjectDetection
Annotate
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train
Labels
Attributes
Raw Data

Annotations

Group: Insent
 
- -rice black bug-
1

Unused Classes

เพลี้ยกระโดดสีน้ำตาล (brown planthopper)
เพลี้ยจักจั่นสีเขียว (green rice leafhopper)
แมลงหล่า (rice black bug)

Attributes

images-4-.jpg

480x480
0.23MP

Updated Aug 19, 56786

12:45PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Fill (with center crop) in 480x480
Flip Horizontal
Rotation -11°
Hue
Saturation 4%
Brightness 0%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "เพลี้ยกระโดดสีน้ำตาล (brown planthopper)": 91,
        "เพลี้ยจักจั่นสีเขียว (green rice leafhopper)": 40,
        "แมลงหล่า (rice black bug)": 38
    },
    "datasets": [
        "3lFRzF6zgP2VFLXLBzz1"
    ],
    "destination": "cfcc11c26a2909c6578b917b5f9d24d2",
    "height": 480,
    "id": "cw9lYAfWmkEdg4eGtf7V",
    "label": [],
    "labels": [],
    "name": "images-4-.jpg",
    "numSteps": 7,
    "owner": "8GpIE60X1ZWaF6BhZT4dJAFAdvF2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Fill (with center crop) in\",480,480]",
        "flip:[\"horizontal\"]",
        "rotate:[-11]",
        "hue:[2]",
        "saturation:[4]",
        "brightness:[0]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Fill (with center crop) in 480x480"
        },
        {
            "name": "Flip",
            "value": "Horizontal"
        },
        {
            "name": "Rotation",
            "value": "-11°"
        },
        {
            "name": "Hue",
            "value": "2°"
        },
        {
            "name": "Saturation",
            "value": "4%"
        },
        {
            "name": "Brightness",
            "value": "0%"
        }
    ],
    "source": "cw9lYAfWmkEdg4eGtf7V",
    "split": "train",
    "split.3lFRzF6zgP2VFLXLBzz1.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Fill (with center crop) in\\\",480,480]\",\n    \"flip:[\\\"horizontal\\\"]\",\n    \"rotate:[-11]\",\n    \"hue:[2]\",\n    \"saturation:[4]\",\n    \"brightness:[0]\"\n]",
    "updated": 1729845809147,
    "updatedDate": "Aug 19, 56786",
    "updatedTime": "12:45PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "3lFRzF6zgP2VFLXLBzz1/1"
    ],
    "width": 480
}
{
    "boxes": [
        {
            "label": "- -rice black bug-",
            "x": 256.5,
            "y": 230.5,
            "width": 118,
            "height": 124
        }
    ],
    "height": 480,
    "key": "images (4).jpg",
    "width": 480
}

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