Dataset Versions

v9

2024-11-29 8:15pm

Generated on Nov 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.
Other Formats
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Dataset Split

Train Set 90%
108Images
Valid Set 6%
7Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Static Crop: 30-70% Horizontal Region, 17-54% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -18% and +18%