bone fracture detection Image Dataset

Try Pre-Trained Model

Hand Bone Fractures v2

v4

v4

Generated on Jul 31, 2023

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Popular Download Formats

TXT annotations and YAML config used with YOLOv8.

TXT annotations and YAML config used with YOLOv5.

TXT annotations and YAML config used with YOLOv7.

MT-YOLOv6 TXT annotations used with meituan/YOLOv6.

COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.

Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.

Common XML annotation format for local data munging (pioneered by ImageNet).

TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.

CreateML JSON format is used with Apple's CreateML and Turi Create tools.

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4148 Total Images

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Annotation Visualization

$image2_535.png bones humerus fracture$ $image2_535.png bones humerus fracture$

Annotation Visualization

$image1_6691.png bones shoulder fracture$ $image1_6691.png bones shoulder fracture$

Annotation Visualization

$image1_667.png bones shoulder fracture$ $image1_667.png bones shoulder fracture$ $image1_7108.png bones shoulder fracture$ $image1_7108.png bones shoulder fracture$

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Annotation Visualization

Dataset Split

Train Set 88%

3631Images

Valid Set 8%

348Images

Test Set 4%

169Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3

Rotation: Between -15° and +15°

Exposure: Between -25% and +25%

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