Dataset Versions

v11

2023-07-06 5:04pm

Generated on Jul 6, 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 92%
366Images
Valid Set 8%
30Images
Test Set 1%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 256x256

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%

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