Dataset Versions

v9

2023-06-18 4:54pm

Generated on Jun 18, 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.
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Dataset Split

Train Set 91%
1971Images
Valid Set 4%
94Images
Test Set 4%
91Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1640x940

Augmentations

Outputs per training example: 3
Rotation: Between -25° and +25°
Brightness: Between -20% and +20%
Mosaic: Applied

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