Dataset Versions

v16

2024-11-04 4:09pm

Generated on Nov 4, 2024

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 94%
469Images
Valid Set 4%
20Images
Test Set 2%
10Images

Preprocessing

Modify Classes: 30 remapped, 1 dropped

Augmentations

Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -36° and +36°
Saturation: Between -34% and +34%
Mosaic: Applied