Dataset Versions

v11

2022-11-24 11:20am

Generated on Nov 24, 2022

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.
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Dataset Split

Train Set 92%
2541Images
Valid Set 4%
107Images
Test Set 4%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 1024x1024

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 1% of pixels

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