Dataset Versions

v7

2023-02-28 10:34am

Generated on Feb 28, 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%
522Images
Valid Set 7%
40Images
Test Set 7%
40Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1600x1600

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Cutout: 5 boxes with 5% size each