Dataset Versions

v6

2023-12-11 11:33pm

Generated on Dec 11, 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.
Other Formats
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Dataset Split

Train Set 97%
1800Images
Valid Set 2%
35Images
Test Set 1%
20Images

Preprocessing

Resize: Fit (white edges) in 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -20% and +20%
Blur: Up to 1.25px
Noise: Up to 2% of pixels

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