annabell.mears@students.plymouth.ac.uk

Dock Leaf

Object Detection

Dock Leaf Image Dataset

v7

Dock_Leaf_03

Generated on Mar 14, 2022

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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.
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Dataset Split

Train Set 87%
3756Images
Valid Set 8%
360Images
Test Set 4%
182Images

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%