Dataset Versions

v11

2023-08-16 12:51pm

Generated on Aug 16, 2023

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 93%
2946Images
Valid Set 7%
207Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x360

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Blur: Up to 1px