Dataset Versions

v2

2023-07-31 12:36am

Generated on Jul 30, 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 90%
558Images
Valid Set 8%
47Images
Test Set 2%
15Images

Preprocessing

Resize: Fit (black edges) in 1280x1280

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 10% of images
Noise: Up to 2% of pixels
Bounding Box: Rotation: Between -33° and +33°

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