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Commit cbcbe2b2 authored by Son Phan's avatar Son Phan
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update READMEs

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...@@ -114,4 +114,7 @@ venv.bak/ ...@@ -114,4 +114,7 @@ venv.bak/
Part1Unet/models Part1Unet/models
Part1Unet/logs Part1Unet/logs
Part1Unet/unet_model.png Part1Unet/unet_model.png
Part1Unet/unet_full.ipynb
Part2Cellpose/models Part2Cellpose/models
Part2Cellpose/train_cellpose_full.ipynb
Part2Cellpose/use_cellpose_full.ipynb
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# Unet # U-Net
Install unet env in conda To run the notebook:
``` ```
setconda setconda
conda env create -f unet_env.yml conda activate /users/bioensei/mphan/.conda/envs/qlife25-unet
```
Launch the jupyter notebook
```
setconda
conda activate qlife25-unet
setenv LD_LIBRARY_PATH "${CONDA_PREFIX}/lib:${LD_LIBRARY_PATH}" setenv LD_LIBRARY_PATH "${CONDA_PREFIX}/lib:${LD_LIBRARY_PATH}"
jupyter notebook jupyter notebook
``` ```
# Cellpose # Cellpose
Run the following commands to install cellpose env in conda To run the notebook:
``` ```
setconda setconda
conda create -n qlife25-cellpose python=3.10 -y conda activate /users/bioensei/mphan/.conda/envs/qlife25-cellpose
conda activate qlife-cellpose
conda install pytorch==1.12.0 cudatoolkit=11.3 -c pytorch
pip uninstall torch
pip install 'cellpose[gui]'
pip install notebook==6.1.5 scikit-image matplotlib
```
Launch the jupyter notebook
```
setconda
conda activate qlife25-cellpose
jupyter notebook jupyter notebook
``` ```
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# 2025_qlife_psl_dl_course # PSL Qlife Quantitative Biology Spring School 2025
Materials for the course cellular segmentation with deep learning. Materials for the course *cellular segmentation with deep learning*.
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The course is organized in two parts:
- Part 1: Semantic segmentation with U-Net.
- Part 2: Instance segmentation with Cellpose.
Please download and unzip this repo to your local.
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