Dataset Versions

v6

2024-06-27 8:41am

Generated on Jun 27, 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 81%
561Images
Valid Set 13%
89Images
Test Set 6%
43Images

Preprocessing

Filter Null: Require at least 50% of images to contain annotations.

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -2° and +2°
Bounding Box: Brightness: Between -8% and +8%
Bounding Box: Blur: Up to 1.9px