Dataset Versions

v25

2024-02-05 2:50pm

Generated on Feb 5, 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 100%
980Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 9-91% Horizontal Region, 46-85% Vertical Region
Resize: Fill (with center crop) in 426x780
Tile: 2 rows x 5 columns
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Exposure: Between -5% and +5%

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