Smart Pot

Rosemary

Object Detection

Rosemary Image Dataset

v5

Final Version

Generated on Jun 19, 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 70%
890Images
Valid Set 20%
253Images
Test Set 10%
126Images

Preprocessing

Resize: Stretch to 256x256
Modify Classes: 4 remapped, 0 dropped
Filter Null: Do not filter any null images.

Augmentations

Outputs per training example: 1
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -20° and +20°