Dataset Versions

v1

2023-08-15 4:58pm

Generated on Aug 15, 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 89%
2290Images
Valid Set 6%
144Images
Test Set 6%
142Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 2
Rotation: Between -30° and +30°
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%

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