Dataset Versions

v4

2023-01-05 8:00pm

Generated on Jan 5, 2023

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%
1083Images
Valid Set 2%
24Images
Test Set 3%
35Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-67% Horizontal Region, 6-67% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Cutout: 5 boxes with 11% size each
Mosaic: Applied

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