Dataset Versions

v19

2022-10-31 9:12pm

Generated on Oct 31, 2022

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 88%
3593Images
Valid Set 8%
346Images
Test Set 4%
155Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 832x832

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%
Bounding Box: Brightness: Between -10% and +10%