Dataset Versions

v12

2024-08-22 9:55am

Generated on Aug 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.
Other Formats
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Dataset Split

Train Set 88%
1371Images
Valid Set 8%
130Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x720
Modify Classes: 0 remapped, 0 dropped
Filter by Tag: 1 required, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -34% and +34%
Brightness: Between -21% and +21%
Exposure: Between -11% and +11%