Dataset Versions

v5

2024-04-16 4:24pm

Generated on Apr 16, 2024

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 93%
5365Images
Valid Set 5%
271Images
Test Set 2%
140Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 5
Grayscale: Apply to 10% of images
Hue: Between -10° and +10°
Saturation: Between -15% and +15%
Brightness: Between -10% and +10%
Mosaic: Applied

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