Dataset Versions

v5

2023-05-02 2:51pm

Generated on May 2, 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 82%
1102Images
Valid Set 12%
157Images
Test Set 6%
79Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 2
Shear: ±17° Horizontal, ±31° Vertical
Grayscale: Apply to 17% of images
Mosaic: Applied