Dataset Versions

v8

2022-12-26 3:19pm

Generated on Dec 26, 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 86%
939Images
Valid Set 9%
101Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 400x256

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical

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