Dataset Versions

v25

2023-07-13 1-42pm

Generated on Jul 13, 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%
1134Images
Valid Set 8%
102Images
Test Set 5%
67Images

Preprocessing

Modify Classes: 55 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 69% of images
Hue: Between -113° and +113°
Brightness: Between -47% and +47%
Exposure: Between -38% and +38%
Noise: Up to 1% of pixels

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