Dataset Versions

v2

2022-06-07 10:33am

Generated on Jun 7, 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 87%
312Images
Valid Set 7%
25Images
Test Set 6%
20Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 23% of images
Hue: Between -11° and +11°
Saturation: Between -25% and +25%
Brightness: Between -18% and +18%
Exposure: Between -15% and +15%
Blur: Up to 0.5px