Dataset Versions

v2

2022-08-29 6:01pm

Generated on Aug 29, 2022

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 88%
1881Images
Valid Set 8%
179Images
Test Set 4%
87Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -6° and +6°
Shear: ±7° Horizontal, ±6° Vertical
Grayscale: Apply to 18% of images
Exposure: Between -10% and +10%

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