Dataset Versions

v2

2024-08-27 2:53pm

Generated on Aug 27, 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 67%
177Images
Valid Set 20%
52Images
Test Set 14%
36Images

Preprocessing

Auto-Orient: Applied
Static Crop: 19-79% Horizontal Region, 41-94% Vertical Region
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 58% of images to contain annotations.

Augmentations

No augmentations were applied.