Dataset Versions

v1

2023-11-30 1:41am

Generated on Nov 29, 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 88%
1440Images
Valid Set 8%
134Images
Test Set 4%
64Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (reflect edges) in 1920x1080

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 14% Maximum Zoom
Rotation: Between -15° and +15°

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