Dataset Versions

v3

2023-01-15 8:49pm

Generated on Jan 15, 2023

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Dataset Split

Train Set 71%
1674Images
Valid Set 5%
124Images
Test Set 24%
559Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Noise: Up to 10% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise

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Pest Padi
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Attributes
Raw Data

Annotations

Group:
Padi

CLASSES

LAYERS

 
Wereng
1

Unused Classes

Belalang
Padi
Ulat

Tags

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Attributes

Wereng-252-.jpg

640x640
0.41MP

Updated Jan 15, 2023

1:49PM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640
90° Rotate Applied Per Bounding Box
Noise 3.75%

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Wereng": 811,
        "Belalang": 307,
        "Ulat": 201,
        "Padi": 93
    },
    "datasets": [
        "6J6o03J0CrkFxVee1HIH"
    ],
    "destination": "ecbad77cf2997f1ff41d9cf955e9d80a",
    "height": 640,
    "id": "4ArgIuJdB8Ke3pRlqkbz",
    "label": [],
    "labels": [],
    "name": "Wereng-252-.jpg",
    "numSteps": 4,
    "owner": "YAAye4oQFubjt3CiJ2llO71ynDq2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]",
        "ninety:[[0]]",
        "noise:[3.75,872074]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Noise",
            "value": "3.75%"
        }
    ],
    "source": "4ArgIuJdB8Ke3pRlqkbz",
    "split": "train",
    "split.6J6o03J0CrkFxVee1HIH.3": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"ninety:[[0]]\",\n    \"noise:[3.75,872074]\"\n]",
    "updated": {
        "_seconds": 1673790593,
        "_nanoseconds": 315000000
    },
    "updatedDate": "Jan 15, 2023",
    "updatedTime": "1:49PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "6J6o03J0CrkFxVee1HIH/3"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "Wereng",
            "x": 313.5,
            "y": 360,
            "width": 449.25,
            "height": 320
        }
    ],
    "height": 640,
    "key": "Wereng (252).jpg",
    "width": 640
}

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