Dataset Versions

v10

2022-08-24 12:00am

Generated on Aug 24, 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 81%
696Images
Valid Set 11%
91Images
Test Set 8%
67Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Rotation: Between -30° and +30°
Brightness: Between -40% and +40%
Blur: Up to 2.75px
Noise: Up to 4% of pixels
Cutout: 9 boxes with 10% size each