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Apple-Diseases-Detection

Object Detection

Dataset Versions

Try Pre-Trained Model

2023-06-24 2:14am

Generated on Jun 23, 2023

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Popular Download Formats

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.

Other Formats

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2628 Total Images

View All Images

Dataset Split

Train Set 90%

2364Images

Valid Set 6%

155Images

Test Set 4%

109Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Rotation: Between -20° and +20°

Saturation: Between -20% and +20%

Brightness: Between -30% and +30%

Blur: Up to 1px

Mosaic: Applied

Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

Similar Projects

Annotations

Group: Apple-Diseases-Detection

Apple Scab

Unused Classes

Apple Black Rot

Apple Cedar Rust

Attributes

Scab-200-.JPG

256x256

0.07MP

Updated Jun 26, 55446

6:15PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 256x256

Shear

Applied Per Bounding Box

Flip

Vertical

Rotation

12°

Saturation

Brightness

-5%

Blur

0.75px

Mosaic

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "qgB2pHmOHijOljfwIBIQ"
    ],
    "destination": "580e210b757f85eb4e2978d807ecb5c6",
    "height": 256,
    "id": "pYAr5fEr27u8EaIObvYW",
    "label": [],
    "labels": [],
    "name": "Scab-200-.JPG",
    "numSteps": 9,
    "owner": "B3cUqfAokceDv2KVyYYGJ4LhXpJ2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",256,256]",
        "shear:[[1,-5],[1,8]]",
        "flip:[\"vertical\"]",
        "rotate:[12]",
        "saturation:[7]",
        "brightness:[-5]",
        "blur:[0.75]",
        "mosaic:[63,53,[[0.104138,0.304639],[0.264041,0.622499],[0.064322,0.009472],[0.262574,0.665828]]]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 256x256"
        },
        {
            "name": "Shear",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "12°"
        },
        {
            "name": "Saturation",
            "value": "7%"
        },
        {
            "name": "Brightness",
            "value": "-5%"
        },
        {
            "name": "Blur",
            "value": "0.75px"
        },
        {
            "name": "Mosaic",
            "value": "Applied"
        }
    ],
    "source": "pYAr5fEr27u8EaIObvYW",
    "split": "train",
    "split.qgB2pHmOHijOljfwIBIQ.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",256,256]\",\n    \"shear:[[1,-5],[1,8]]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[12]\",\n    \"saturation:[7]\",\n    \"brightness:[-5]\",\n    \"blur:[0.75]\",\n    \"mosaic:[63,53,[[0.104138,0.304639],[0.264041,0.622499],[0.064322,0.009472],[0.262574,0.665828]]]\"\n]",
    "updated": 1687554843305,
    "updatedDate": "Jun 26, 55446",
    "updatedTime": "6:15PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "qgB2pHmOHijOljfwIBIQ/1"
    ],
    "width": 256
}

Annotation Data

{
    "boxes": [
        {
            "label": "Apple Scab",
            "x": 86,
            "y": 72.5,
            "width": 128,
            "height": 125
        },
        {
            "label": "Apple Scab",
            "x": 100.5,
            "y": 10.5,
            "width": 121,
            "height": 21
        },
        {
            "label": "Apple Scab",
            "x": 208.5,
            "y": 67.5,
            "width": 95,
            "height": 135
        },
        {
            "label": "Apple Scab",
            "x": 73.5,
            "y": 197,
            "width": 147,
            "height": 118
        },
        {
            "label": "Apple Scab",
            "x": 208.5,
            "y": 202,
            "width": 95,
            "height": 108
        }
    ],
    "height": 256,
    "key": "Scab (200).JPG",
    "width": 256
}

Apple-Diseases-Detection

Dataset Versions

2023-06-24 2:14am

Popular Download Formats

2628 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

Scab-200-.JPG

Updated Jun 26, 55446

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data