Dataset Versions

v18

2023-08-25 7:14pm

Generated on Aug 25, 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 92%
828Images
Valid Set 4%
34Images
Test Set 4%
34Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -48% and +48%
Brightness: Between -13% and +13%
Exposure: Between -25% and +25%
Blur: Up to 5px
Noise: Up to 5% of pixels