Dataset Versions

Versions
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

Similar Projects

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Pest
Annotate
11 / 12
Show/hide annotations(H)
valid
Labels
Attributes
Raw Data

Annotations

Group:
pest-identification

CLASSES

LAYERS

 
aphid
13

Unused Classes

beetle
caterpillar
leafhopper
mealybug
slug
sowbug
spidermites
thrips
weevil

Tags

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

Attributes

aphid-62-.jpeg

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": [
        "DFOwpiHb3158Tx0Xi4q8"
    ],
    "destination": "6c73f4ca53dd503ecf9007f8da5ea223",
    "height": 640,
    "id": "Bev9KSayu22fqSl5TC1D",
    "label": [],
    "labels": [],
    "name": "aphid-62-.jpeg",
    "numSteps": 2,
    "owner": "79sbBOq15PXGXVptmdrFLt3MAEf1",
    "preprocessing": [
        "auto-orient",
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    "preprocessingParsed": [
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            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
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    ],
    "source": "Bev9KSayu22fqSl5TC1D",
    "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": 582000000
    },
    "updatedDate": "May 27, 2024",
    "updatedTime": "11:52AM",
    "updatedTimezone": "+00:00",
    "versions": [
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        "DFOwpiHb3158Tx0Xi4q8/4"
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