Dataset Versions

v14

2024-06-29 10:30am

Generated on Jun 29, 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 84%
478Images
Valid Set 11%
65Images
Test Set 5%
26Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1920

Augmentations

Outputs per training example: 2
Hue: Between -24° and +24°
Brightness: Between -24% and +24%
Noise: Up to 2.67% of pixels

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