Dataset Versions

v11

2024-08-26 4:01pm

Generated on Aug 26, 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.
Other Formats
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Dataset Split

Train Set 85%
411Images
Valid Set 10%
46Images
Test Set 6%
27Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080

Augmentations

Outputs per training example: 3
Hue: Between -180° and +180°
Saturation: Between -34% and +34%
Brightness: Between -30% and +30%
Exposure: Between -15% and +15%

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