Dataset Versions

v6

2022-02-11 8:28pm

Generated on Feb 12, 2022

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 67%
1015Images
Valid Set 26%
388Images
Test Set 7%
109Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 480x360

Augmentations

Outputs per training example: 1
Hue: Between -15° and +15°
Exposure: Between -16% and +16%