annabell.mears@students.plymouth.ac.uk

Nettles

Object Detection

Nettles Image Dataset

v7

Nettles_06

Generated on Apr 8, 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 87%
8661Images
Valid Set 8%
815Images
Test Set 4%
436Images

Preprocessing

Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%