Dataset Versions

v4

640

Generated on Jun 29, 2023

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 87%
8913Images
Valid Set 8%
861Images
Test Set 4%
426Images

Preprocessing

Resize: Fit (white edges) in 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 80% Maximum Zoom