Dataset Versions

v2

2023-11-13 8:49pm

Generated on Nov 13, 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 88%
1021Images
Valid Set 9%
103Images
Test Set 3%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 832x832

Augmentations

Outputs per training example: 3
Grayscale: Apply to 62% of images
Hue: Between -66° and +66°