Dataset Versions

v7

2024-08-29 6:23pm

Generated on Aug 29, 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 85%
132Images
Valid Set 11%
17Images
Test Set 4%
7Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 12% Maximum Zoom
Shear: ±6° Horizontal, ±6° Vertical
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -12% and +12%
Noise: Up to 0.1% of pixels

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