Dataset Versions

v8

2024-08-26 10:43pm

Generated on Aug 26, 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 87%
981Images
Valid Set 7%
74Images
Test Set 7%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1920x1920
Filter by Tag: 1 required, 2 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Crop: 0% Minimum Zoom, 50% Maximum Zoom

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