Dataset Versions

v8

2024-12-22 6:42pm

Generated on Dec 22, 2024

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%
10041Images
Valid Set 8%
965Images
Test Set 4%
482Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -5° and +5°
Bounding Box: Brightness: Between -40% and +40%
Bounding Box: Exposure: Between -20% and +20%
Bounding Box: Blur: Up to 2.5px