Dataset Versions

v11

2023-11-07 10:11pm

Generated on Nov 8, 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 59%
282Images
Valid Set 21%
99Images
Test Set 21%
100Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 10% Minimum Zoom, 37% Maximum Zoom
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal, Vertical