Dataset Versions

v12

2021-10-10 12:29pm

Generated on Oct 10, 2021

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%
372Images
Valid Set 15%
64Images
Test Set %
0Images

Preprocessing

Grayscale: Applied
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Rotation: Between -2° and +2°
Shear: ±1° Horizontal, ±5° Vertical
Grayscale: Apply to 4% of images
Exposure: Between -25% and +25%
Blur: Up to 2px

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