Dataset Versions

v5

2022-02-03 1:01pm

Generated on Feb 3, 2022

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 89%
2127Images
Valid Set 9%
214Images
Test Set 2%
53Images

Preprocessing

Resize: Fit (black edges) in 800x800

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 71% Maximum Zoom
Exposure: Between -10% and +10%

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