Dataset Versions

v5

2023-09-24 11:33am

Generated on Sep 24, 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%
723Images
Valid Set 11%
87Images
Test Set 2%
18Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 15% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -4° and +4°
Shear: ±31° Horizontal, ±14° Vertical
Brightness: Between -12% and +12%
Exposure: Between -3% and +3%
Blur: Up to 1.5px
Noise: Up to 1% of pixels

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