Hip fracture detection Image Dataset
v3
2023-02-14 8:31pm
Generated on Feb 14, 2023
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YOLOv8
TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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218 Total Images
View All Images
Dataset Split
Train Set 87%
189Images
Valid Set 6%
14Images
Test Set 7%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±16° Horizontal, ±26° Vertical
Grayscale: Apply to 50% of images
Hue: Between -25° and +25°
Saturation: Between -74% and +74%
Exposure: Between -18% and +18%
Blur: Up to 1px
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