Stomatadetectionprojects

Plasticity

Object Detection

Plasticity Image Dataset

v2

2024-06-21 7:36am

Generated on Jun 21, 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.
Other Formats
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Dataset Split

Train Set 85%
823Images
Valid Set 9%
92Images
Test Set 6%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 512x384
Filter Null: Do not filter any null images.

Augmentations

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