Dataset Versions

v13

2022-04-05 2:18pm

Generated on Apr 5, 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.
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Dataset Split

Train Set 91%
936Images
Valid Set 9%
91Images
Test Set 0%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±8° Horizontal, ±11° Vertical
Grayscale: Apply to 20% of images

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