Dataset Versions

v3

2024-09-06 9:38am

Generated on Sep 6, 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 87%
474Images
Valid Set 8%
45Images
Test Set 4%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x480

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 10% of images
Brightness: Between -15% and +15%
Noise: Up to 1.09% of pixels

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