phenopype-plugins 0.1.2

Plugins for phenopype

phenopype-plugins

AI-plugins for phenopype - currently under development, stay tuned!

Installation

Plugins

Dependencies

Pytorch

Ultralytics

1. Install Ultralytics BEFORE phenopype due to conflicting opencv-python (ultralytics) and opencv-contrib-python (phenopype) versions (see step 2 for alternatives):

## if your PC has a GPU, install cuda and the corresponding pytorch version first
mamba install -c nvidia cuda-toolkit==12.1
pip3 install torch torchvision --index-url https://download.pytorch.org/whl/cu121

pip install ultralytics
pip install phenopype

2. If you already have install phenopype and dan#t or don't want to uninstall it, you can do the following:

## install ultralytics into env where phenopype is already installed
pip install ultralytics

## uninstall opencv-python
pip uninstall opencv-python

## force reinstall opencv-contrib-python
pip install opencv-contrib-python --force-reinstall

More information: https://docs.ultralytics.com/models/fast-sam/#available-models-supported-tasks-and-operating-modes

Please cite as:

@misc{zhao2023fast,
    title={Fast Segment Anything},
    author={Xu Zhao and Wenchao Ding and Yongqi An and Yinglong Du and Tao Yu and Min Li and Ming Tang and Jinqiao Wang},
    year={2023},
    eprint={2306.12156},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}