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Gaëlle LETORT
2025_qlife_psl_dl_course
Commits
cbcbe2b2
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cbcbe2b2
authored
2 weeks ago
by
Son Phan
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update READMEs
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@@ -114,4 +114,7 @@ venv.bak/
Part1Unet/models
Part1Unet/logs
Part1Unet/unet_model.png
Part1Unet/unet_full.ipynb
Part2Cellpose/models
Part2Cellpose/train_cellpose_full.ipynb
Part2Cellpose/use_cellpose_full.ipynb
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Part1Unet/README.md
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# U
n
et
# U
-N
et
Install unet env in conda
To run the notebook:
```
setconda
conda env create -f unet_env.yml
```
Launch the jupyter notebook
```
setconda
conda activate qlife25-unet
conda activate /users/bioensei/mphan/.conda/envs/qlife25-unet
setenv LD_LIBRARY_PATH "${CONDA_PREFIX}/lib:${LD_LIBRARY_PATH}"
jupyter notebook
```
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# Cellpose
R
un the
following commands to install cellpose env in conda
To r
un the
notebook:
```
setconda
conda create -n qlife25-cellpose python=3.10 -y
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
conda activate /users/bioensei/mphan/.conda/envs/qlife25-cellpose
jupyter notebook
```
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README.md
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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.
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Materials for the course
*cellular segmentation with deep learning*
.
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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