CNU

buds

Object Detection

buds Image Dataset

v5

2023-04-22 11:38am

Generated on Apr 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.
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Dataset Split

Train Set 82%
56Images
Valid Set 10%
7Images
Test Set 7%
5Images

Preprocessing

Resize: Fit (black edges) in 2048x2048

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down