Dataset Versions

v1

2023-08-19 12:04pm

Generated on Aug 19, 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.
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Dataset Split

Train Set 88%
36Images
Valid Set 7%
3Images
Test Set 5%
2Images

Preprocessing

Auto-Orient: Applied
Static Crop: 22-95% Horizontal Region, 19-83% Vertical Region
Resize: Fill (with center crop) in 1080x540

Augmentations

Outputs per training example: 3
Hue: Between -93° and +93°

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