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2classes DETR 2025-01-23 11-22am

2024-09-26 12:03pm

2023-11-16 5:37am

2023-11-16 5:34am

2023-11-16 5:22am

2023-10-25 11:02am

2023-10-25 10:58am

2023-10-25 10:49am

2023-10-25 10:10am

2023-10-25 10:08am

2023-10-24 11:59am

2023-10-24 11:50am

2023-10-13 10:46pm

2023-10-13 10:39pm

v2

2023-10-13 10:46pm

Generated on Oct 13, 2023

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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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1186 Total Images

View All Images

$A1_fracture_no_202.png fracture-types B1$ $A1_fracture_no_202.png fracture-types B1$ $A1_fracture_no_212.png fracture-types A1 B1$ $A1_fracture_no_212.png fracture-types A1 B1$ $A1_fracture_no_214.png fracture-types A1$ $A1_fracture_no_214.png fracture-types A1$ $A1_fracture_no_179.png fracture-types A1$ $A1_fracture_no_179.png fracture-types A1$ $A1_fracture_no_215.png fracture-types A1$ $A1_fracture_no_215.png fracture-types A1$ $A1_fracture_no_180.png fracture-types A1$ $A1_fracture_no_180.png fracture-types A1$ $A1_fracture_no_234.png fracture-types A1$ $A1_fracture_no_234.png fracture-types A1$ $A1_fracture_no_175.png fracture-types A1$ $A1_fracture_no_175.png fracture-types A1$ $A1_fracture_no_131.png fracture-types A1$ $A1_fracture_no_131.png fracture-types A1$ $A1_fracture_no_169.png fracture-types A1$ $A1_fracture_no_169.png fracture-types A1$ $A1_fracture_no_133.png fracture-types A1$ $A1_fracture_no_133.png fracture-types A1$ $A1_fracture_no_227.png fracture-types A1$ $A1_fracture_no_227.png fracture-types A1$

Dataset Split

Train Set 88%

1038Images

Valid Set 8%

99Images

Test Set 4%

49Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 240x240

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3

Flip: Horizontal, Vertical

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

Rotation: Between -15° and +15°

Bounding Box: Brightness: Between -7% and +0%

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fracture types

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1 / 12

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valid

Labels

Attributes

Raw Data

Annotations

Group:

fracture-types

Classes

Layers

B1

1

Unused Classes

fractured

normal

Tags

No Tags Applied

Type and select tags below to add them to the image.

Attributes

A1_fracture_no_202.png

240x240

0.06MP

Updated Dec 18, 55752

5:56AM

GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Auto-Orient	Applied
Resize	Stretch to 240x240
Auto-Adjust Contrast	Histogram Equalization

Annotation History

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Raw Data

Source Data

                            {
    "camera": "Generated by Roboflow",
    "datasets": [
        "jWcsH2rUV8KcVBPuNL4r"
    ],
    "destination": "ed6e8c0f27392ebc8a1ee96252098ca5",
    "height": 240,
    "id": "vkE3MG8mDy0KFsqdlmkO",
    "label": [],
    "labels": [],
    "name": "A1_fracture_no_202.png",
    "numSteps": 3,
    "owner": "wWWRf09t17SbXTW5NfOYE5B7Ac23",
    "preprocessing": [
        "auto-orient",
        "resize:[\"Stretch to\",240,240]",
        "auto-contrast:[\"Histogram Equalization\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Resize",
            "value": "Stretch to 240x240"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Histogram Equalization"
        }
    ],
    "source": "vkE3MG8mDy0KFsqdlmkO",
    "split": "valid",
    "split.jWcsH2rUV8KcVBPuNL4r.2": "valid",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"resize:[\\\"Stretch to\\\",240,240]\",\n    \"auto-contrast:[\\\"Histogram Equalization\\\"]\"\n]",
    "updated": 1697226415014,
    "updatedDate": "Dec 18, 55752",
    "updatedTime": "5:56AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "jWcsH2rUV8KcVBPuNL4r/2"
    ],
    "width": 240
}

Annotation Data

{
    "boxes": [
        {
            "label": "B1",
            "x": 187,
            "y": 123,
            "width": 59.5,
            "height": 34.5
        }
    ],
    "height": 240,
    "key": "A1_fracture_no_202.png",
    "width": 240
}

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