Dataset Versions

v10

2022-09-07 10:18am

Generated on Sep 7, 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 95%
2702Images
Valid Set 4%
100Images
Test Set 1%
41Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Brightness: Between -10% and +10%
Exposure: Between -25% and +25%