Dataset Versions

v15

2024-12-04 2:24am

Generated on Dec 4, 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.
Other Formats
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Dataset Split

Train Set 88%
387Images
Valid Set 8%
34Images
Test Set 4%
17Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 320x195

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Grayscale: Apply to 15% of images
Bounding Box: Rotation: Between -10° and +10°

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