Dataset Versions

v15

2023-06-01 6:47am

Generated on Jun 1, 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 93%
4161Images
Valid Set 2%
99Images
Test Set 5%
201Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 7% size each
Bounding Box: Rotation: Between -10° and +10°
Bounding Box: Brightness: Between -25% and +25%

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