Plasticity Dataset

v1

Plasticity_stomata1

Generated on Jun 20, 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.
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Dataset Split

Train Set 87%
222Images
Valid Set 9%
23Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 512x384
Filter Null: Require at least 45% of images to contain annotations.

Augmentations

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