Dataset Versions

v20

2023-09-14 8:40am

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
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Dataset Split

Train Set 92%
45Images
Valid Set 8%
4Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-64% Horizontal Region, 35-64% 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
Bounding Box: Brightness: Between -22% and +22%