Dataset Versions

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Pest
v4
·
9 months ago
2024-05-16 6:24pm
v3
·
9 months ago
v4

Pest

Generated on May 27, 2024
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1910 Total Images

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Dataset Split

Train Set 80%
1527Images
Valid Set 10%
189Images
Test Set 10%
194Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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Pest
Annotate
8 / 12
Show/hide annotations(H)
valid
Labels
Attributes
Raw Data

Annotations

Group:
pest-identification

CLASSES

LAYERS

 
aphid
14

Unused Classes

beetle
caterpillar
leafhopper
mealybug
slug
sowbug
spidermites
thrips
weevil

Tags

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Attributes

aphid-10-.jpg

640x640
0.41MP

Updated May 27, 2024

11:52AM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

Loading...

Raw Data

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        "beetle": 627,
        "leafhopper": 108,
        "spidermites": 335,
        "sowbug": 528,
        "mealybug": 348,
        "weevil": 252,
        "slug": 145,
        "thrips": 804,
        "aphid": 1985
    },
    "datasets": [
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    ],
    "destination": "7d91fdec1a4827f12dbf6f64ea6cba58",
    "height": 640,
    "id": "LU82hy7adkCL7FnxOzc8",
    "label": [],
    "labels": [],
    "name": "aphid-10-.jpg",
    "numSteps": 2,
    "owner": "79sbBOq15PXGXVptmdrFLt3MAEf1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",640,640]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        }
    ],
    "source": "LU82hy7adkCL7FnxOzc8",
    "split": "valid",
    "split.DFOwpiHb3158Tx0Xi4q8.3": "valid",
    "split.DFOwpiHb3158Tx0Xi4q8.4": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1716810745,
        "_nanoseconds": 566000000
    },
    "updatedDate": "May 27, 2024",
    "updatedTime": "11:52AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DFOwpiHb3158Tx0Xi4q8/3",
        "DFOwpiHb3158Tx0Xi4q8/4"
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    "width": 640
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