Dataset Versions

v17

2023-09-14 8:28am

Generated on Sep 14, 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%
42Images
Valid Set 11%
5Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 44-86% Horizontal Region, 35-68% Vertical Region
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -18° and +18°
Bounding Box: Flip: Horizontal, Vertical