Dataset Versions

v4

2022-09-17 11:25pm

Generated on Sep 17, 2022

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 89%
159Images
Valid Set 4%
8Images
Test Set 7%
12Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
Brightness: Between -5% and +5%
Exposure: Between -3% and +3%