Dataset Versions

v27

2023-07-17 10:36am

Generated on Jul 17, 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 87%
1242Images
Valid Set 8%
114Images
Test Set 5%
72Images

Preprocessing

Modify Classes: 72 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 69% of images
Hue: Between -113° and +113°
Brightness: Between -11% and +11%
Exposure: Between -38% and +38%
Blur: Up to 2.5px
Noise: Up to 1% of pixels

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