Dataset Versions

v18

2023-10-15 8:40pm

Generated on Oct 15, 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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Dataset Split

Train Set 91%
1977Images
Valid Set 5%
112Images
Test Set 4%
80Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 14% of images
Hue: Between -97° and +97°
Blur: Up to 3.75px

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