Dataset Versions

v10

2021-11-09 3:39pm

Generated on Nov 9, 2021

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 92%
93Images
Valid Set 4%
4Images
Test Set 4%
4Images

Preprocessing

Static Crop: 7-89% Horizontal Region, 0-100% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 4% of pixels