Dataset Versions

v3

Og_V3

Generated on May 29, 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.
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Dataset Split

Train Set 82%
2256Images
Valid Set 12%
322Images
Test Set 6%
161Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1200

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%