Dataset Versions

v3

2023-03-14 11:18am

Generated on Mar 14, 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 89%
582Images
Valid Set 7%
48Images
Test Set 4%
26Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x640
Modify Classes: 3 remapped, 0 dropped

Augmentations

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