Dataset Versions

v9

2023-05-15 2:42pm

Generated on May 15, 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.
Other Formats
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Dataset Split

Train Set 85%
933Images
Valid Set 10%
108Images
Test Set 5%
56Images

Preprocessing

Modify Classes: 1 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 10% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -20° and +20°