Dataset Versions

2024-05-16 6:24pm

v4

Pest

Generated on May 27, 2024

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YOLOv11

TXT annotations and YAML config used with YOLOv11.

YOLOv9

TXT annotations and YAML config used with YOLOv9.

YOLOv8

TXT annotations and YAML config used with YOLOv8.

YOLOv5

TXT annotations and YAML config used with YOLOv5.

YOLOv7

TXT annotations and YAML config used with YOLOv7.

COCO JSON

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

YOLO Darknet

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Pascal VOC XML

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

PaliGemma

PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.

CreateML JSON

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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1910 Total Images

View All Images

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

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

4 / 12

Show/hide annotations(H)

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": [
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                    340.624999,
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                ],
                [
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                ],
                [
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                ],
                [
                    201.875,
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                ],
                [
                    180,
                    245.200776
                ],
                [
                    168.749999,
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
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                ],
                [
                    303.125,
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                ],
                [
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                ],
                [
                    344.375001,
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                ],
                [
                    357.499999,
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                ],
                [
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                ],
                [
                    340.624999,
                    240.958548
                ]
            ]
        }
    ],
    "height": 640,
    "key": "sb(71).jpeg",
    "width": 640
}

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