Dataset Versions

v12

2023-04-14 2:00pm

Generated on Apr 14, 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 88%
8084Images
Valid Set 7%
676Images
Test Set 4%
400Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Exposure: Between -30% and +30%
Blur: Up to 2px

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