Dataset Versions

v8

2022-05-10 12:19am

Generated on May 9, 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.
Other Formats
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Dataset Split

Train Set 70%
676Images
Valid Set 20%
192Images
Test Set 10%
97Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 1
Shear: ±5° Horizontal, ±5° Vertical
Mosaic: Applied

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