Dataset Versions

v4

2024-11-22 1:17pm

Generated on Nov 22, 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 76%
72Images
Valid Set 14%
13Images
Test Set 11%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1280x1280

Augmentations

Outputs per training example: 3
Blur: Up to 0.5px
Noise: Up to 0.1% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom