Dataset Versions

v5

2023-01-31 1:05pm

Generated on Jan 31, 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 83%
30Images
Valid Set 6%
2Images
Test Set 11%
4Images

Preprocessing

Resize: Fill (with center crop) in 1500x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Noise: Up to 5% of pixels