Dataset Versions

v28

2023-08-17 4:56pm

Generated on Aug 17, 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 75%
24Images
Valid Set 13%
4Images
Test Set 13%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1080
Filter by Tag: 0 required, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -180° and +180°
Bounding Box: Brightness: Between -20% and +20%

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