Dataset Versions

v32

2024-10-28 2:07pm

Generated on Oct 28, 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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Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: ROI
Resize: Fit (black edges) in 736x736
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 30% of images to contain annotations.
Filter by Tag: 0 required, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom