Dataset Versions

v12

2022-10-31 12:27pm

Generated on Oct 31, 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 82%
108Images
Valid Set 15%
20Images
Test Set 3%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 768x768

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Brightness: Between -15% and +15%
Noise: Up to 10% of pixels