Dataset Versions

v36

2024-05-17 1:41am

Generated on May 17, 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.
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Dataset Split

Train Set 89%
236Images
Valid Set 6%
15Images
Test Set 6%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x480

Augmentations

Outputs per training example: 2
Crop: 20% Minimum Zoom, 40% Maximum Zoom
Rotation: Between -35° and +35°