Dataset Versions

v1

2024-10-21 9:26am

Generated on Oct 21, 2024

Dataset Split

Train Set 88%
2442Images
Valid Set 8%
233Images
Test Set 4%
115Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°

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bone break
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image14.jpeg
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Labels
Attributes
Raw Data

Annotations

Group:
center

CLASSES

 
Intra-articular fracture
0

Unused Classes

Avulsion fracture
Comminuted fracture
Compression-Crush fracture
Fracture Dislocation
Greenstick fracture
Hairline Fracture
Impacted fracture
Longitudinal fracture
Oblique fracture
Pathological fracture
Spiral Fracture

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Attributes

image14.jpeg

640x640
0.41MP

Updated Oct 21, 2024

9:31AM
GMT+00:00

Generated by Roboflow

Training Set

Transforms

Auto-Orient Applied
Crop Keep 96%
Centered on 28%, 69%
Resize Stretch to 640x640
Rotation

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "Longitudinal fracture": 83,
        "Avulsion fracture": 100,
        "Pathological fracture": 100,
        "Oblique fracture": 90,
        "Greenstick fracture": 100,
        "Comminuted fracture": 100,
        "Impacted fracture": 100,
        "Hairline Fracture": 100,
        "Fracture Dislocation": 100,
        "Intra-articular fracture": 94,
        "Compression-Crush fracture": 100,
        "Spiral Fracture": 95
    },
    "datasets": [
        "clLe6nQJAMBuYsToWixQ"
    ],
    "destination": "1ad8ad577b39eb5b667c7f1e15ebe161",
    "height": 640,
    "id": "NswNXgpp790GBwEMFqvm",
    "label": [
        "Intra-articular fracture"
    ],
    "labels": [
        "Intra-articular fracture"
    ],
    "name": "image14.jpeg",
    "numSteps": 4,
    "owner": "XA7Ay1XUhXeC34XWeocTzCoGFB83",
    "preprocessing": [
        "auto-orient",
        "crop:[96,0.283481,0.686539]",
        "resize:[\"Stretch to\",640,640]",
        "rotate:[7]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Crop",
            "value": "Keep 96%<br />Centered on 28%, 69%"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Rotation",
            "value": "7°"
        }
    ],
    "source": "NswNXgpp790GBwEMFqvm",
    "split": "train",
    "split.clLe6nQJAMBuYsToWixQ.1": "train",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"crop:[96,0.283481,0.686539]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"rotate:[7]\"\n]",
    "updated": {
        "_seconds": 1729503100,
        "_nanoseconds": 800000000
    },
    "updatedDate": "Oct 21, 2024",
    "updatedTime": "9:31AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "clLe6nQJAMBuYsToWixQ/1"
    ],
    "width": 640
}
{
    "boxes": [],
    "height": 640,
    "key": "image14.jpeg",
    "width": 640
}
  1. 1
    Avulsion fracture
  2. 2
    Comminuted fracture
  3. 3
    Compression-Crush fracture
  4. 4
    Fracture Dislocation
  5. 5
    Greenstick fracture
  6. 6
    Hairline Fracture
  7. 7
    Impacted fracture
  8. 8
    Intra-articular fracture
  9. 9
    Longitudinal fracture
  10. 10
    Oblique fracture
  11. 11
    Pathological fracture
  12. 12
    Spiral Fracture
170%
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