Dataset Versions

v4

2024-04-23 3:30pm

Generated on Apr 23, 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 93%
297Images
Valid Set 7%
21Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 960x960
Filter Null: Require all images to contain annotations.
Filter by Tag: 1 required, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -5° and +5°