Dataset Versions

v2

2024-08-09 9:41pm

Generated on Aug 9, 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 95%
2412Images
Valid Set 2%
63Images
Test Set 3%
70Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 12
Flip: Horizontal
Crop: 15% Minimum Zoom, 40% Maximum Zoom
Saturation: Between -15% and +15%
Brightness: Between -30% and +30%
Exposure: Between -10% and +10%

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