Dataset Versions

v14

2023-01-12 12:54pm

Generated on Jan 12, 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.
Other Formats
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Dataset Split

Train Set 69%
67Images
Valid Set 21%
20Images
Test Set 10%
10Images

Preprocessing

Modify Classes: 24 remapped, 0 dropped

Augmentations

Outputs per training example: 1
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -36° and +36°
Saturation: Between -34% and +34%
Mosaic: Applied