Dataset Versions

v8

2023-09-09 10:00pm

Generated on Sep 9, 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.
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Dataset Split

Train Set 88%
2326Images
Valid Set 9%
225Images
Test Set 3%
91Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -13% and +13%

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