Dataset Versions

v4

Hand Fracture Object Detection

Generated on Aug 2, 2022

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.
Other Formats
Choose another format.

Dataset Split

Train Set 88%
9122Images
Valid Set 8%
843Images
Test Set 4%
447Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±1° Horizontal, ±1° Vertical
Exposure: Between -10% and +10%

Similar Projects

See More