Dataset Versions

v6

2023-03-03 5:35pm

Generated on Mar 3, 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.
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Dataset Split

Train Set 87%
1047Images
Valid Set 8%
99Images
Test Set 4%
52Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Brightness: Between -33% and +33%
Noise: Up to 4% of pixels
Cutout: 3 boxes with 10% size each

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