This project manipulates an image using array operations with Numpy.Using array operations uncovers the magic under the hood - highlighting the roles computations like slicing and resizing arrays play in image processing.
For a detailed explanation on the theory used for this computation, check out the accompanying article on medium
You can find the code for this project here.
File overview:
Image_Processing_with_Numpy.ipynb- the full code from this project
To follow this project, please install the following locally:
- Python 3.8+
- Python packages
- PIL
- numpy
You can download the images used in this project here:
- monalisa.jpg - first image.
- Eiffel.jpg - second image.
