Dataset Versions

v4

Pest

Generated on May 27, 2024

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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
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test
Labels
Attributes
Raw Data

Annotations

Group:
pest-identification

CLASSES

LAYERS

 
sowbug
1

Unused Classes

aphid
beetle
caterpillar
leafhopper
mealybug
slug
spidermites
thrips
weevil

Tags

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

Attributes

sb-71-.jpeg

640x640
0.41MP

Updated May 27, 2024

11:52AM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient Applied
Resize Stretch to 640x640

Annotation History

Loading...

Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "caterpillar": 276,
        "beetle": 627,
        "leafhopper": 108,
        "spidermites": 335,
        "sowbug": 528,
        "mealybug": 348,
        "weevil": 252,
        "slug": 145,
        "thrips": 804,
        "aphid": 1985
    },
    "datasets": [
        "DFOwpiHb3158Tx0Xi4q8"
    ],
    "destination": "e861627d89151849b143c37ccaf6b57f",
    "height": 640,
    "id": "eQUpia0MrnfAl74OiYzZ",
    "label": [],
    "labels": [],
    "name": "sb-71-.jpeg",
    "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": "eQUpia0MrnfAl74OiYzZ",
    "split": "test",
    "split.DFOwpiHb3158Tx0Xi4q8.3": "test",
    "split.DFOwpiHb3158Tx0Xi4q8.4": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",640,640]\"\n]",
    "updated": {
        "_seconds": 1716810745,
        "_nanoseconds": 537000000
    },
    "updatedDate": "May 27, 2024",
    "updatedTime": "11:52AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "DFOwpiHb3158Tx0Xi4q8/3",
        "DFOwpiHb3158Tx0Xi4q8/4"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "type": "polygon",
            "label": "sowbug",
            "x": 264.3749995,
            "y": 271.926813,
            "width": 191.250001,
            "height": 126.418394,
            "points": [
                [
                    340.624999,
                    240.958548
                ],
                [
                    299.375001,
                    212.1114
                ],
                [
                    241.875,
                    208.717616
                ],
                [
                    201.875,
                    217.202073
                ],
                [
                    180,
                    245.200776
                ],
                [
                    168.749999,
                    277.441711
                ],
                [
                    168.749999,
                    299.501294
                ],
                [
                    178.125,
                    312.227979
                ],
                [
                    194.375001,
                    317.318652
                ],
                [
                    260.624999,
                    317.318652
                ],
                [
                    263.125,
                    324.106217
                ],
                [
                    275.624999,
                    322.409325
                ],
                [
                    303.125,
                    334.287566
                ],
                [
                    325,
                    335.13601
                ],
                [
                    344.375001,
                    327.500001
                ],
                [
                    357.499999,
                    313.076424
                ],
                [
                    360,
                    282.532384
                ],
                [
                    340.624999,
                    240.958548
                ]
            ]
        }
    ],
    "height": 640,
    "key": "sb(71).jpeg",
    "width": 640
}

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