Dataset Versions

v2

2023-04-11 5:04pm

Generated on Apr 11, 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 72%
979Images
Valid Set 17%
235Images
Test Set 11%
144Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 250x250
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 1
Bounding Box: Brightness: Between -25% and +25%