Dataset Versions

v5

2024-06-14 11:12am

Generated on Jun 14, 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 98%
1986Images
Valid Set 1%
22Images
Test Set 1%
22Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 22% Maximum Zoom
Grayscale: Apply to 19% of images
Blur: Up to 1.4px
Noise: Up to 1.25% of pixels
Cutout: 8 boxes with 14% size each

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