Dataset Versions

v11

2023-12-05 4:29pm

Generated on Dec 5, 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%
2154Images
Valid Set 8%
200Images
Test Set 4%
99Images

Preprocessing

Auto-Orient: Applied
Static Crop: 20-79% Horizontal Region, 0-100% Vertical Region
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Hue: Between -30° and +30°

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