Dataset Versions

v14

2024-07-22 2:42pm

Generated on Jul 22, 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 87%
3739Images
Valid Set 8%
361Images
Test Set 4%
181Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 600x600

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%