Dataset Versions

v15

2023-03-27 11:36am

Generated on Mar 27, 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 88%
867Images
Valid Set 7%
72Images
Test Set 5%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 840x840
Modify Classes: 12 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 25% of images
Saturation: Between -72% and +72%
Brightness: Between -50% and +0%