Dataset Versions

v10

2023-12-22 4:25pm

Generated on Dec 22, 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 91%
198Images
Valid Set 9%
20Images
Test Set %
0Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Bounding Box: Rotation: Between -3° and +3°
Bounding Box: Shear: ±3° Horizontal, ±3° Vertical

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