Dataset Versions

v24

2023-07-12 3:32pm

Generated on Jul 12, 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%
1080Images
Valid Set 8%
96Images
Test Set 5%
65Images

Preprocessing

Modify Classes: 71 remapped, 6 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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