Dataset Versions

v14

2024-03-12 3:50pm

Generated on Mar 12, 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 88%
2955Images
Valid Set 8%
283Images
Test Set 4%
135Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1152x672
Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -9% and +9%
Blur: Up to 4.4px