Dataset Versions

v10

80-20MosaicOnly

Generated on Apr 30, 2022

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 92%
573Images
Valid Set 4%
24Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Static Crop: 22-83% Horizontal Region, 0-98% Vertical Region
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Mosaic: Applied

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