Dataset Versions

v5

2024-01-21 10:17am

Generated on Jan 21, 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 89%
411Images
Valid Set 8%
35Images
Test Set 3%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Filter Null: Require at least 30% of images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical

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