Dataset Versions

v4

2023-07-11 3:58pm

Generated on Jul 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.
Other Formats
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Dataset Split

Train Set 86%
2744Images
Valid Set 10%
331Images
Test Set 3%
106Images

Preprocessing

Modify Classes: 9 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Rotation: Between -10° and +10°
Blur: Up to 2.5px