Dataset Versions

v4

2023-07-06 2:53pm

Generated on Jul 6, 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 87%
1119Images
Valid Set 8%
106Images
Test Set 4%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x680

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Cutout: 3 boxes with 10% size each