### Install seg2Link-unet2d with local extras Source: https://github.com/wenchentao/seg2link/blob/master/docs/seg2link-unet2d.md Install the seg2Link-unet2d package with the 'local' extra in the active unet2d environment. Requires prior installation of PyTorch. ```console (unet2d) $ pip install seg2Link-unet2d[local] ``` -------------------------------- ### Launch seg2link Source: https://github.com/wenchentao/seg2link/blob/master/README.md Starts the Seg2Link napari-based software after activating the environment. ```console $ seg2link ``` -------------------------------- ### Install Seg2Link with pip Source: https://github.com/wenchentao/seg2link/blob/master/docs/quick_start.md Installs the Seg2Link package using pip inside the activated 'seg2link-env' environment. ```console (seg2link-env) $ pip install seg2link ``` -------------------------------- ### Activate environment and launch Seg2Link Source: https://github.com/wenchentao/seg2link/blob/master/docs/quick_start.md Activates the 'seg2link-env' environment and launches the Seg2Link application. The command 'seg2link' starts the GUI. ```console $ conda activate seg2link-env (seg2link-env) $ seg2link ``` -------------------------------- ### Activate seg2link environment Source: https://github.com/wenchentao/seg2link/blob/master/README.md Activates the seg2link-env conda environment before starting the software. ```console $ conda activate seg2link-env ``` -------------------------------- ### Change to notebook directory Source: https://github.com/wenchentao/seg2link/blob/master/docs/seg2link-unet2d.md Change to the directory containing the training notebook. Replace C:/xxx/xxx/ with the actual path. ```console (unet2d) $ cd C:/xxx/xxx/ ``` -------------------------------- ### Local training directory structure Source: https://github.com/wenchentao/seg2link/blob/master/docs/seg2link-unet2d.md Directory structure for local training: the notebook and the unet_01 folder (containing raw_image, train_image, train_label) must be in the same parent directory. ```text C:/xxx/xxx ├───Training_notebook_xxx.ipynb └───unet_01 ├───raw_image │ ├───raw_image0000.tif │ ├───raw_image0001.tif │ ├───raw_image0002.tif │ └───... ├───train_image │ ├───train_image0000.tif │ ├───train_image0001.tif │ ├───train_image0002.tif │ └───... └───train_label ├───train_cells0000.tif ├───train_cells0001.tif ├───train_cells0002.tif └───... ``` -------------------------------- ### Launch Jupyter Notebook Source: https://github.com/wenchentao/seg2link/blob/master/docs/seg2link-unet2d.md Launch Jupyter Notebook from the terminal in the unet2d environment. ```console (unet2d) $ jupyter notebook ``` -------------------------------- ### Create and activate conda environment Source: https://github.com/wenchentao/seg2link/blob/master/docs/quick_start.md Creates a new conda environment named 'seg2link-env' with Python 3.8 and pip, then activates it. Run these commands in Anaconda PowerShell (Windows) or terminal (macOS/Linux). ```console $ conda create -n seg2link-env python=3.8 pip $ conda activate seg2link-env ``` -------------------------------- ### Create and activate conda environment unet2d Source: https://github.com/wenchentao/seg2link/blob/master/docs/seg2link-unet2d.md Commands to create a new conda environment named 'unet2d' and activate it. Run in Anaconda PowerShell Prompt (Windows) or terminal (macOS/Linux). ```console $ conda create -n unet2d $ conda activate unet2d ``` -------------------------------- ### Google Colab directory structure Source: https://github.com/wenchentao/seg2link/blob/master/docs/seg2link-unet2d.md Directory structure for Google Colab: upload the unet_01 folder (containing raw_image, train_image, train_label) to the root of your Google Drive. ```text root of your Google drive └───unet_01 ├───raw_image │ ├───raw_image0000.tif │ ├───raw_image0001.tif │ ├───raw_image0002.tif │ └───... ├───train_image │ ├───train_image0000.tif │ ├───train_image0001.tif │ ├───train_image0002.tif │ └───... └───train_label ├───train_cells0000.tif ├───train_cells0001.tif ├───train_cells0002.tif └───... ``` -------------------------------- ### Update seg2link to latest version Source: https://github.com/wenchentao/seg2link/blob/master/README.md Updates seg2link to the latest version using pip. ```console $ pip install --upgrade seg2link ``` === COMPLETE CONTENT === This response contains all available snippets from this library. No additional content exists. Do not make further requests.