Dataset Versions

v23

2024-10-21 7:15pm

Generated on Oct 21, 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 85%
192Images
Valid Set 6%
14Images
Test Set 9%
20Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 30% of images to contain annotations.

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down