Offered By: IBMSkillsNetwork
Computer Vision for Beginners with OpenCV and Python
Learn the art of image manipulation and bring your creative ideas to life with this hands-on project! Gain expertise in popular Python libraries such as OpenCV, and Matplotlib to transform images. By the end of this project, you'll have a solid understanding of image processing with Python and valuable skills that can be applied to a range of creative applications. Join now and explore the world of image manipulation!
Continue readingGuided Project
Computer Vision
628 EnrolledAt a Glance
Learn the art of image manipulation and bring your creative ideas to life with this hands-on project! Gain expertise in popular Python libraries such as OpenCV, and Matplotlib to transform images. By the end of this project, you'll have a solid understanding of image processing with Python and valuable skills that can be applied to a range of creative applications. Join now and explore the world of image manipulation!
By the end of this project, you will have a solid understanding of image processing with Python, and be equipped with valuable skills that can be applied to a wide range of creative applications, from photography to graphic design. Let's ride!

A Look at the Project Ahead
- Confidently navigate and manipulate images using popular Python libraries such as OpenCV, and Matplotlib.
- Load images with OpenCV and plot them using Matplotlib, giving you a deeper understanding of image processing techniques.
- Combine two images side-by-side with Pillow in Python, opening up endless creative possibilities for image manipulation.
- Convert images into grayscale and its RGB (Red,Green,Blue) channels, allowing you to experiment with different color schemes and tones.
- Use indexing of Numpy arrays to crop and manipulate images, providing you with even more creative control over your image processing projects.
- Image editing and manipulation: By using the techniques learned in this project, users can edit and manipulate images to create new artworks, edit photographs, and add visual effects to videos.
- Computer vision and machine learning: The techniques learned in this project can be applied to preprocess and manipulate images used in computer vision and machine learning applications, such as image recognition, object detection, and segmentation.
What You'll Need
Estimated Effort
1 Hour
Level
Beginner
Skills You Will Learn
Computer Vision, Image Processing, Matplotlib, OpenCV, Python
Language
English
Course Code
GPXX01QSEN