Dataset Versions

v2

2023-09-13 7:49am

Generated on Sep 12, 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 85%
303Images
Valid Set 10%
35Images
Test Set 6%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Hue: Between -20° and +20°
Brightness: Between -30% and +30%
Bounding Box: Brightness: Between -30% and +30%

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