https://github.com/jhrcook/learn-skimage

Following the tutorials and my own experimentations with 'skimage'
https://github.com/jhrcook/learn-skimage

python skimage tutorials

Last synced: about 1 month ago
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Following the tutorials and my own experimentations with 'skimage'

• Host: GitHub
• URL: https://github.com/jhrcook/learn-skimage
• Owner: jhrcook
• Created: 2024-01-05T14:53:50.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2024-01-05T19:39:46.000Z (12 months ago)
• Last Synced: 2024-10-12T16:53:16.991Z (2 months ago)
• Topics: python, skimage, tutorials
• Language: Jupyter Notebook
• Homepage:
• Size: 10.9 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Tutorials and experimentation with 'skimage'

This repository contains my notes from following tutorials or personal experimentations with the ['skimage'](https://scikit-image.org/) python library.

## Setup

```bash

python -m venv .env

source .env/bin/activate

pip install --upgrade pip

pip install -r requirements.txt

pre-commit install

```

## Notes

### User Guide

|Notebook                                                                                        |

|:-----------------------------------------------------------------------------------------------|

| [4. A crash course on NumPy for images](./user-guide/04_numpy-for-images.ipynb)                |

| [9. Image adjustment: transforming image content](./user-guide/09_image-adjustment.ipynb)      |

| [10. Geometrical transformations of images](./user-guide/10_geometrical-transformations.ipynb) |

### Examples

| Notebook                                                    | Original article |

|:------------------------------------------------------------|:-----------------|

| [Canny edge detector](./examples/canny-edge-detector.ipynb) | [link](https://scikit-image.org/docs/stable/auto_examples/edges/plot_canny.html)

| [Straight line Hough transform](./examples/straight-line-hough-transform.ipynb) | [link](https://scikit-image.org/docs/stable/auto_examples/edges/plot_line_hough_transform.html) |