Dataset Versions

v21

2023-08-11 12:09pm

Generated on Aug 11, 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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2419 Total Images

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Dataset Split

Train Set 88%
2118Images
Valid Set 8%
201Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 11 remapped, 11 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -15% and +15%
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Noise: Up to 1% of pixels