Notebook basics¶
In this notebook, we briefly show the various things you can do in this interface:
simple mathematical operations
formatted Markdown text
import and use advanced packages
display rich content
use command line calls e.g. to install packages
Importing packages¶
import skimage.io
import matplotlib.pyplot as plt
import numpy as np
Plotting images and plots¶
image = skimage.io.imread('https://github.com/guiwitz/PyImageCourse_beginner/raw/master/images/24138_196_F7_2.tif')
fig, ax = plt.subplots(1, 2, figsize=(10,5))
ax[0].imshow(image);
ax[1].hist(np.ravel(image[:,:,0]));
ax[1].set_title('Intensity distr.');

Command line calls¶
pwd
'/content'
ls
sample_data/
%%bash
pip install tifffile
Requirement already satisfied: cellpose in /usr/local/lib/python3.7/dist-packages (0.6.1)
Requirement already satisfied: scipy in /usr/local/lib/python3.7/dist-packages (from cellpose) (1.4.1)
Requirement already satisfied: torch>=1.6 in /usr/local/lib/python3.7/dist-packages (from cellpose) (1.8.1+cu101)
Requirement already satisfied: opencv-python-headless in /usr/local/lib/python3.7/dist-packages (from cellpose) (4.5.1.48)
Requirement already satisfied: tifffile in /usr/local/lib/python3.7/dist-packages (from cellpose) (2021.4.8)
Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from cellpose) (4.41.1)
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Requirement already satisfied: llvmlite<0.35,>=0.34.0.dev0 in /usr/local/lib/python3.7/dist-packages (from numba->cellpose) (0.34.0)
Requirement already satisfied: imagecodecs in /usr/local/lib/python3.7/dist-packages (2021.3.31)
Requirement already satisfied: numpy>=1.15.1 in /usr/local/lib/python3.7/dist-packages (from imagecodecs) (1.19.5)