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Osteoarthritis detection

Object Detection

Dataset Versions

2023-08-03 10:39pm

2023-06-25 12:09pm

Generated on Jun 25, 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.

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8260 Total Images

View All Images

Dataset Split

Train Set 70%

5778Images

Valid Set 10%

826Images

Test Set 20%

1656Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 80x80

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

No augmentations were applied.

Similar Projects

Annotations

Group:

X-rays

9017909R.png

80x80

0.01MP

Updated Jan 5, 55450

8:49PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Resize

Stretch to 80x80

Auto-Adjust Contrast

Histogram Equalization

Raw Data

Source Data

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    "labels": [],
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    "numSteps": 3,
    "owner": "dSzigUAOdWhFN5smD20xvPsU5KP2",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",80,80]",
        "auto-contrast:[\"Histogram Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 80x80"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        }
    ],
    "source": "ijGJK9tQcEvzejrVyZzf",
    "split": "train",
    "split.INL2G4UDWdi6boCc1YZH.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",80,80]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\"\n]",
    "updated": 1687666222154,
    "updatedDate": "Jan 5, 55450",
    "updatedTime": "8:49PM",
    "updatedTimezone": "+00:00",
    "versions": [
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    ],
    "width": 80
}

Annotation Data

{
    "boxes": [
        {
            "label": "grade0",
            "x": 40,
            "y": 40,
            "width": 80,
            "height": 80
        }
    ],
    "height": 80,
    "key": null,
    "width": 80
}

Osteoarthritis detection

Dataset Versions

2023-06-25 12:09pm

Popular Download Formats

8260 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

9017909R.png

Updated Jan 5, 55450

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data