Dataset Versions

v26

2023-06-14 10:08pm

Generated on Jun 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 88%
6975Images
Valid Set 8%
612Images
Test Set 4%
324Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 8 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Shear: ±20° Horizontal, ±20° Vertical
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical