Dataset Versions

v8

2022-11-16 11:13pm

Generated on Nov 16, 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.
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Dataset Split

Train Set 88%
975Images
Valid Set 8%
91Images
Test Set 4%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x136

Augmentations

Outputs per training example: 3
Brightness: Between -24% and +24%
Blur: Up to 1.25px
Bounding Box: Noise: Up to 2% of pixels

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