Dataset Versions

v3

2023-07-04 12:23am

Generated on Jul 3, 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.
Other Formats
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Dataset Split

Train Set 21%
6Images
Valid Set 10%
3Images
Test Set 69%
20Images

Preprocessing

Auto-Orient: Applied
Static Crop: 65-92% Horizontal Region, 28-70% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images

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