Pillow/PIL
Pillow, also known as the Python Imaging Library (PIL), is a widely used open-source library for image processing tasks in Python. It provides a comprehensive set of tools and functions for manipulating digital images, including operations such as opening, resizing, cropping, and saving images in various formats. Pillow/PIL is favored for its simplicity, versatility, and extensive documentation, making it a go-to choice for developers and data scientists & ML engineer working on projects involving image analysis, computer vision, and multimedia applications.
The Python Imaging Library (PIL), known as Pillow in its modern version, offers a range of image processing capabilities like:
- Opening and Saving Images using Pillow
- How to manipulate the pixel values of an image using Pillow
- Image Enhancements using Pillow
- Change image resolution using Pillow
- Image Color Inversion using Pillow
- Image Channel Drop using Pillow
- Drawing and Text on image using Pillow
- Create transparent png image using Pillow
- How to make background image transparent using Pillow
- Image compression using Pillow
- Edge Detection using Pillow
Python Image Processing Libraries
Python offers powerful libraries such as OpenCV, Pillow, scikit-image, and SimpleITK for image processing. They offer diverse functionalities including filtering, segmentation, and feature extraction, serving as foundational tools for a range of computer vision tasks.