Dataset Versions

v3

2024-07-01 2:13pm

Generated on Jul 1, 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.
Other Formats
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Dataset Split

Train Set 91%
315Images
Valid Set 6%
20Images
Test Set 3%
11Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Noise: Up to 2% of pixels
Bounding Box: Flip: Vertical
Bounding Box: Exposure: Between -39% and +39%