Dataset Versions

v19

2022-07-30 6:59pm

Generated on Jul 30, 2022

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 95%
705Images
Valid Set 4%
29Images
Test Set 2%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Hue: Between -180° and +180°
Saturation: Between -70% and +70%
Brightness: Between -50% and +50%
Bounding Box: Brightness: Between -45% and +45%

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