Edit Project

Osteoarthritis detection

Object Detection

Dataset Versions

2023-08-03 10:39pm

2023-08-03 10:39pm

Generated on Aug 3, 2023

Download Dataset

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

Choose another format.

14038 Total Images

View All Images

Dataset Split

Train Set 82%

11556Images

Valid Set 6%

826Images

Test Set 12%

1656Images

Preprocessing

Auto-Orient: Applied

Isolate Objects: Applied

Resize: Stretch to 160x160

Auto-Adjust Contrast: Using Histogram Equalization

Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2

Flip: Horizontal

Noise: Up to 5% of pixels

Similar Projects

Annotations

Group:

X-rays

9405118R.png

160x160

0.03MP

Updated Dec 27, 55557

5:47PM

GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient

Applied

Static Crop

X: 0.000000% to 100.000000%
Y: 0.000000% to 100.000000%

Select annotation #1

Resize

Stretch to 160x160

Auto-Adjust Contrast

Histogram Equalization

Modify Classes

Applied

Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "INL2G4UDWdi6boCc1YZH"
    ],
    "destination": "4b6ca9247d4d86a5c5c3a29c95e7fc8c",
    "height": 160,
    "id": "dxZQ37b5HPT65WqAJyfC",
    "label": [],
    "labels": [],
    "name": "9405118R.png",
    "numSteps": 6,
    "owner": "dSzigUAOdWhFN5smD20xvPsU5KP2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[\"0.000000\",\"100.000000\",\"0.000000\",\"100.000000\"]",
        "select-annotation:[0]",
        "resize:[\"Stretch to\",160,160]",
        "auto-contrast:[\"Histogram Equalization\"]",
        "remap:[\"a8f85f5ef4f0344e973cc11996501fea\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 0.000000% to 100.000000%<br/>Y: 0.000000% to 100.000000%"
        },
        {
            "value": "Select annotation #1"
        },
        {
            "name": "Resize",
            "value": "Stretch to 160x160"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        },
        {
            "name": "Modify Classes",
            "value": "Applied"
        }
    ],
    "source": "dxZQ37b5HPT65WqAJyfC",
    "split": "train",
    "split.INL2G4UDWdi6boCc1YZH.5": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[\\\"0.000000\\\",\\\"100.000000\\\",\\\"0.000000\\\",\\\"100.000000\\\"]\",\n    \"select-annotation:[0]\",\n    \"resize:[\\\"Stretch to\\\",160,160]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\",\n    \"remap:[\\\"a8f85f5ef4f0344e973cc11996501fea\\\"]\"\n]",
    "updated": 1691073568070,
    "updatedDate": "Dec 27, 55557",
    "updatedTime": "5:47PM",
    "updatedTimezone": "+00:00",
    "versions": [
        "INL2G4UDWdi6boCc1YZH/5"
    ],
    "width": 160
}

Annotation Data

{
    "boxes": [
        {
            "label": "grade0",
            "x": 80,
            "y": 80,
            "width": 160,
            "height": 160
        }
    ],
    "height": 160,
    "key": "9405118R.png",
    "width": 160
}

Osteoarthritis detection

Dataset Versions

2023-08-03 10:39pm

Popular Download Formats

14038 Total Images

Dataset Split

Preprocessing

Augmentations

Similar Projects

Annotations

Unused Classes

Tags

Attributes

9405118R.png

Updated Dec 27, 55557

Generated by Roboflow

Training Set

Transforms

Annotation History

Raw Data

Source Data

Annotation Data