Dataset Versions

v10

2024-09-26 11:04pm

Generated on Sep 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 74%
1649Images
Valid Set 24%
525Images
Test Set 3%
60Images

Preprocessing

Auto-Orient: Applied
Static Crop: 23-75% Horizontal Region, 23-75% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%