Dataset Versions

v6

2023-03-22 1:43am

Generated on Mar 21, 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 87%
10137Images
Valid Set 8%
962Images
Test Set 4%
499Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 128x128
Modify Classes: 1 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Saturation: Between -28% and +28%
Brightness: Between -18% and +18%

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