Jmi

Bones

Object Detection

Bones Image Dataset

v2

2023-11-20 8:09pm

Generated on Nov 20, 2023

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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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Dataset Split

Train Set 94%
630Images
Valid Set 3%
20Images
Test Set 3%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -10° and +10°
Osteoporosis
126 images
AKB
normal-to-osteoporosis
183 images
IRC
Osteoporosis
615 images