Dataset Versions

v1

2023-01-20 6:15pm

Generated on Jan 20, 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 92%
1476Images
Valid Set %
0Images
Test Set 8%
127Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 720x960

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 65% Maximum Zoom
Brightness: Between -38% and +38%