Dataset Versions

v4

2022-11-29 4:09pm

Generated on Nov 29, 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 82%
1188Images
Valid Set 9%
132Images
Test Set 9%
136Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -15° and +15°

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