Dataset Versions

v8

2023-02-26 12:04am

Generated on Feb 25, 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 82%
2666Images
Valid Set 12%
376Images
Test Set 6%
192Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 500x700
Grayscale: Applied

Augmentations

Outputs per training example: 2
Brightness: Between -50% and +0%
Exposure: Between -22% and +22%