Dataset Versions

v3

2024-10-03 2:49am

Generated on Oct 3, 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 90%
3176Images
Valid Set 6%
216Images
Test Set 3%
121Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 4
Crop: 0% Minimum Zoom, 33% Maximum Zoom
Brightness: Between -35% and +35%
Blur: Up to 9.1px
Cutout: 23 boxes with 13% size each
Bounding Box: Noise: Up to 10% of pixels

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