Dataset Versions

v5

2023-03-24 10:15pm

Generated on Mar 24, 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 70%
713Images
Valid Set 19%
191Images
Test Set 11%
117Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 21-100% Horizontal Region, 26-75% Vertical Region
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

No augmentations were applied.