Dataset Versions

v14

2023-11-01 6:39am

Generated on Oct 31, 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 93%
4683Images
Valid Set 5%
276Images
Test Set 1%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1600

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px