Dataset Versions

v11

2022-09-08 12:37pm

Generated on Sep 8, 2022

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 96%
4131Images
Valid Set 2%
102Images
Test Set 1%
52Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Brightness: Between -10% and +10%
Exposure: Between -25% and +25%