Dataset Versions

v3

2024-07-28 4:14am

Generated on Jul 28, 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 %
0Images
Valid Set %
0Images
Test Set 100%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1200x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 9% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -70° and +70°
Saturation: Between -38% and +38%
Noise: Up to 0.18% of pixels

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