Dataset Versions

v18

2023-06-18 2:50pm

Generated on Jun 18, 2023

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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 92%
3126Images
Valid Set 5%
179Images
Test Set 2%
78Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1640x940

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Brightness: Between -31% and +31%
Exposure: Between -9% and +9%
Mosaic: Applied

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