Dataset Versions

v12

2024-07-14 5:40am

Generated on Jul 14, 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 92%
8886Images
Valid Set 5%
500Images
Test Set 3%
300Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x300
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 19% Maximum Zoom

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