Dataset Versions

v2

2023-08-05 8:41am

Generated on Aug 5, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 92%
1212Images
Valid Set 4%
51Images
Test Set 4%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2048x2048
Modify Classes: 3 remapped, 4 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Mosaic: Applied