Dataset Versions

v13

2023-07-17 3:14pm

Generated on Jul 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 82%
2378Images
Valid Set 12%
340Images
Test Set 6%
171Images

Preprocessing

Resize: Stretch to 800x800

Augmentations

Outputs per training example: 2
Grayscale: Apply to 25% of images
Brightness: Between -20% and +20%

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