Dataset Versions

v8

2023-10-21 4:36pm

Generated on Oct 21, 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 87%
3834Images
Valid Set 12%
534Images
Test Set 1%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -7° and +7°
Saturation: Between -30% and +30%
Brightness: Between -22% and +22%
Exposure: Between -10% and +10%
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -9% and +9%