Dataset Versions

v1

2023-06-08 4:44pm

Generated on Jun 8, 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%
42Images
Valid Set 6%
3Images
Test Set 6%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 400x400

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 41% Maximum Zoom
Saturation: Between -81% and +81%
Exposure: Between -69% and +69%

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