Dataset Versions

v11

2024-04-26 1:15pm

Generated on Apr 26, 2024

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 85%
900Images
Valid Set 13%
141Images
Test Set 1%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Shear: ±8° Horizontal, ±4° Vertical
Bounding Box: Noise: Up to 0.86% of pixels

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