Dataset Versions

v4

2023-02-22 3:27pm

Generated on Feb 22, 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.
Other Formats
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Dataset Split

Train Set 70%
218Images
Valid Set 20%
62Images
Test Set 11%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 600x600

Augmentations

Outputs per training example: 1
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Rotation: Between -21° and +21°
Grayscale: Apply to 29% of images

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