Dataset Versions
Versions
Dataset with EDI Additions
v13
· 2 years ago
Multiple Bones
v12
· 2 years ago
2023-02-14 3:26pm
v11
· 2 years ago
2023-02-14 12:54pm
v10
· 2 years ago
Bones- Broken Bones and Skin Tones
v8
· 2 years ago
Dataset w- Skin Tones 2
v7
· 2 years ago
Dataset w- Skin Tones 1
v6
· 2 years ago
Working Dataset 2 w- Broken Bones
v5
· 2 years ago
Working Dataset 1
v4
· 2 years ago
v6
Dataset w- Skin Tones 1
Generated on Feb 3, 2023
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
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312 Total Images
View All Images
Dataset Split
Train Set 88%
276Images
Valid Set 7%
22Images
Test Set 4%
14Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Exposure: Between -30% and +30%
Noise: Up to 5% of pixels