Dataset Versions

v4

2023-06-13 12:14am

Generated on Jun 12, 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.
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Dataset Split

Train Set 88%
2187Images
Valid Set 8%
189Images
Test Set 4%
98Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Noise: Up to 2% of pixels
Cutout: 7 boxes with 7% size each

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