Dataset Versions

v11

2023-11-02 11:00am

Generated on Nov 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 89%
3182Images
Valid Set 11%
412Images
Test Set %
0Images

Preprocessing

Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 2
Bounding Box: Exposure: Between -17% and +17%
Bounding Box: Noise: Up to 4% of pixels