Dataset Versions

v9

2023-04-27 11:26pm

Generated on Apr 28, 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 55%
16Images
Valid Set 17%
5Images
Test Set 28%
8Images

Preprocessing

Auto-Orient: Applied
Static Crop: 16-85% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 1280x1280
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images

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