Dataset Versions

v8

2024-07-09 2:34am

Generated on Jul 9, 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 84%
717Images
Valid Set 11%
92Images
Test Set 5%
44Images

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 -3° and +3°
Bounding Box: Brightness: Between -8% and +8%
Bounding Box: Blur: Up to 2.2px