Dataset Versions

v10

2024-07-31 9:25pm

Generated on Jul 31, 2024

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 80%
285Images
Valid Set 15%
52Images
Test Set 6%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1400x1400

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Brightness: Between -12% and +12%
Exposure: Between -10% and +10%

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