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ProjectTA Chili Leaf Disease

Object Detection

Dataset Versions

Try Pre-Trained Model

2024-07-15 1:13pm

8 months ago

2024-07-15 1:13pm

Generated on Jul 15, 2024

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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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1631 Total Images

View All Images

Dataset Split

Train Set 89%

1445Images

Valid Set 8%

124Images

Test Set 4%

62Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 512x512

Augmentations

Outputs per training example: 4

90° Rotate: Clockwise, Counter-Clockwise, Upside Down

Similar Projects

Annotations

Group: chili-plant-leaf-disease

Whitefly

Unused Classes

Bercak

Keriting

Kuning

Sehat

Attributes

Whitefly-98-.JPG

512x512

0.26MP

Updated Nov 17, 56507

11:15PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 512x512

90° Rotate

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "OCHECqPBZUiDLblgUFOS"
    ],
    "destination": "2798b023952ee75ef747661797d541cf",
    "height": 512,
    "id": "ifn8OCtlyKAjel3p950n",
    "label": [],
    "labels": [],
    "name": "Whitefly-98-.JPG",
    "numSteps": 3,
    "owner": "jMN6Mw0Mz0YBDjrAmd83lMRrgo23",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",512,512]",
        "ninety:[90]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 512x512"
        },
        {
            "name": "90° Rotate",
            "value": "Applied"
        }
    ],
    "source": "ifn8OCtlyKAjel3p950n",
    "split": "train",
    "split.OCHECqPBZUiDLblgUFOS.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",512,512]\",\n    \"ninety:[90]\"\n]",
    "updated": 1721049203721,
    "updatedDate": "Nov 17, 56507",
    "updatedTime": "11:15PM",
    "updatedTimezone": "+00:00",
    "user_tags": [
        "Whitefly",
        "Leaf",
        "Chili",
        "Disease",
        "Plant"
    ],
    "versions": [
        "OCHECqPBZUiDLblgUFOS/1"
    ],
    "width": 512
}

Annotation Data

{
    "boxes": [
        {
            "type": "polygon",
            "label": "Whitefly",
            "x": 252.7674955,
            "y": 322.3193525,
            "width": 417.80049099999997,
            "height": 328.475327,
            "points": [
                [
                    214.381572,
                    478.31934
                ],
                [
                    241.85781,
                    426.834208
                ],
                [
                    270.950296,
                    403.150928
                ],
                [
                    294.385927,
                    368.141087
                ],
                [
                    314.589061,
                    340.339175
                ],
                [
                    353.379058,
                    296.061913
                ],
                [
                    394.593393,
                    254.873831
                ],
                [
                    460.051516,
                    184.854031
                ],
                [
                    461.667741,
                    170.438173
                ],
                [
                    444.697149,
                    169.408486
                ],
                [
                    423.685902,
                    169.408486
                ],
                [
                    382.471521,
                    158.081689
                ],
                [
                    346.105908,
                    158.081689
                ],
                [
                    312.164677,
                    166.319306
                ],
                [
                    292.769656,
                    177.646102
                ],
                [
                    262.060921,
                    204.418326
                ],
                [
                    211.149099,
                    217.804497
                ],
                [
                    149.731584,
                    252.814338
                ],
                [
                    119.830962,
                    317.685701
                ],
                [
                    107.709091,
                    415.507529
                ],
                [
                    43.86725,
                    473.170845
                ],
                [
                    49.524141,
                    474.200532
                ],
                [
                    101.244099,
                    478.31934
                ],
                [
                    135.185329,
                    478.31934
                ],
                [
                    170.742854,
                    486.557016
                ],
                [
                    214.381572,
                    478.31934
                ]
            ]
        }
    ],
    "height": 512,
    "key": "Whitefly (98).JPG",
    "width": 512
}

ProjectTA Chili Leaf Disease

Dataset Versions

2024-07-15 1:13pm

Popular Download Formats

1631 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Attributes

Whitefly-98-.JPG

Updated Nov 17, 56507

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data