Dataset Versions

2023-03-07 1:43pm

Generated on Mar 7, 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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1363 Total Images

View All Images

Dataset Split

Train Set 81%

1110Images

Valid Set 7%

94Images

Test Set 12%

159Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 419x419

Grayscale: Applied

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

Rotation: Between -15° and +15°

Bounding Box: Flip: Horizontal, Vertical

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

Bounding Box: Blur: Up to 10px

Similar Projects

Annotations

Group:

ulcer-and-normal-skin-in-foot

foot292.jpg

419x419

0.18MP

Updated Aug 14, 55150

5:50PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 419x419

Grayscale

Applied

Flip

Applied Per Bounding Box

90° Rotate

Applied Per Bounding Box

Blur

Applied Per Bounding Box

Flip

Vertical

Rotation

4°

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "JSd8z1iy66WJpFEgpho3"
    ],
    "destination": "6078f6b1b9b3e3cbaa1db48627707431",
    "height": 419,
    "id": "QD7IIfHGuzc5YV78nYb9",
    "label": [],
    "labels": [],
    "name": "foot292.jpg",
    "numSteps": 8,
    "owner": "fj7HgjwP2fWeHe490UbKmW8IaJq1",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",419,419]",
        "grayscale",
        "flip:[[]]",
        "ninety:[[90]]",
        "blur:[[1.75]]",
        "flip:[\"vertical\"]",
        "rotate:[4]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 419x419"
        },
        {
            "name": "Grayscale",
            "value": "Applied"
        },
        {
            "name": "Flip",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "90° Rotate",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Blur",
            "value": "Applied Per Bounding Box"
        },
        {
            "name": "Flip",
            "value": "Vertical"
        },
        {
            "name": "Rotation",
            "value": "4°"
        }
    ],
    "source": "QD7IIfHGuzc5YV78nYb9",
    "split": "train",
    "split.JSd8z1iy66WJpFEgpho3.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",419,419]\",\n    \"grayscale\",\n    \"flip:[[]]\",\n    \"ninety:[[90]]\",\n    \"blur:[[1.75]]\",\n    \"flip:[\\\"vertical\\\"]\",\n    \"rotate:[4]\"\n]",
    "updated": 1678218198621,
    "updatedDate": "Aug 14, 55150",
    "updatedTime": "5:50PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "JSd8z1iy66WJpFEgpho3/5"
    ],
    "width": 419
}

Annotation Data

{
    "boxes": [
        {
            "label": "0",
            "x": 201,
            "y": 298,
            "width": 167,
            "height": 168
        }
    ],
    "height": 419,
    "key": "foot292.jpg",
    "width": 419
}

dfu-using-yolov5

Dataset Versions

2023-03-07 1:43pm

Popular Download Formats

1363 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

foot292.jpg

Updated Aug 14, 55150

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data