Dataset Versions

v12

2023-11-22 4:04pm

Generated on Nov 22, 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 88%
1074Images
Valid Set 8%
102Images
Test Set 4%
50Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1440x1088

Augmentations

Outputs per training example: 3
Brightness: Between -45% and +0%
Blur: Up to 2px
Noise: Up to 3% of pixels
Cutout: 20 boxes with 3% size each