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Title: Process Images Using the Pillow Library and Python (Overview) (Video) – Real Python

Open Graph Title: Process Images Using the Pillow Library and Python (Overview) – Real Python

Description: Process Images Using the Pillow Library and Python. When you look at an image, you see the objects and people in it. However, when you read an image programmatically with Python or any other language, the computer sees an array of numbers. In this…

Open Graph Description: Process Images Using the Pillow Library and Python. When you look at an image, you see the objects and people in it. However, when you read an image programmatically with Python or any other language, the computer sees an array of numbers. In this…

Opengraph URL: https://realpython.com/videos/python-pillow-overview/

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Process Images Using the Pillow Library and Pythonhttps://realpython.com/courses/python-pillow/
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Sample Code (.zip)https://realpython.com/courses/python-pillow/downloads/python-pillow-code/
Course Slides (.pdf)https://realpython.com/courses/python-pillow/downloads/python-pillow-slides/
00:00https://realpython.com/courses/python-pillow/continue/#t=0.45
Process Images Using the Pillow Library and Python.https://realpython.com/courses/python-pillow/continue/#t=0.45
00:05https://realpython.com/courses/python-pillow/continue/#t=5.08
When you look at an image, you see the objects and people in it. However,https://realpython.com/courses/python-pillow/continue/#t=5.08
when you read an image programmatically with Python or any other language,https://realpython.com/courses/python-pillow/continue/#t=9.4
the computer sees an array of numbers. In this course,https://realpython.com/courses/python-pillow/continue/#t=12.87
you’ll learn how to manipulate images and perform basic image processing usinghttps://realpython.com/courses/python-pillow/continue/#t=16.82
the Python Pillow library.https://realpython.com/courses/python-pillow/continue/#t=20.94
00:24https://realpython.com/courses/python-pillow/continue/#t=24.05
Pillow and its predecessor, PIL, are the original Python libraries for dealinghttps://realpython.com/courses/python-pillow/continue/#t=24.05
with images. Even though there are other Python libraries for image processing,https://realpython.com/courses/python-pillow/continue/#t=28.55
Pillow remains an important tool for understanding and dealing with images. Tohttps://realpython.com/courses/python-pillow/continue/#t=32.91
manipulate and process images,https://realpython.com/courses/python-pillow/continue/#t=37.88
Pillow provides tools that are similar to ones found in image processinghttps://realpython.com/courses/python-pillow/continue/#t=39.38
software such as Photoshop and GIMP. In this tutorial,https://realpython.com/courses/python-pillow/continue/#t=43.32
you’ll learn how to read images with Pillow,https://realpython.com/courses/python-pillow/continue/#t=47.01
perform basic image manipulation operations, use Pillow for image processing,https://realpython.com/courses/python-pillow/continue/#t=50.34
use NumPy with Pillow for further processing,https://realpython.com/courses/python-pillow/continue/#t=55.93
and create animations using Pillow and NumPy.https://realpython.com/courses/python-pillow/continue/#t=59.05
01:03https://realpython.com/courses/python-pillow/continue/#t=63.16
This course provides an overview of what you can achieve with the Pillow libraryhttps://realpython.com/courses/python-pillow/continue/#t=63.16
through some of its most common methods.https://realpython.com/courses/python-pillow/continue/#t=66.57
Once you gain confidence using these methods,https://realpython.com/courses/python-pillow/continue/#t=69.2
then you can use Pillow’s documentation to explore the rest of the methods inhttps://realpython.com/courses/python-pillow/continue/#t=71.44
the library. If you’ve never worked with images in Python before,https://realpython.com/courses/python-pillow/continue/#t=74.93
this is a great opportunity to jump right in.https://realpython.com/courses/python-pillow/continue/#t=78.64
01:22https://realpython.com/courses/python-pillow/continue/#t=82.97
You’ll use several images which are included in the course materials,https://realpython.com/courses/python-pillow/continue/#t=82.97
so make sure you download those and unzip them before you get started.https://realpython.com/courses/python-pillow/continue/#t=86.17
01:31https://realpython.com/courses/python-pillow/continue/#t=91.94
Any code that you see running in the REPL will be using the bpython interpreter.https://realpython.com/courses/python-pillow/continue/#t=91.94
This is a replacement Python interpreter that offers a number of enhancements,https://realpython.com/courses/python-pillow/continue/#t=96.07
including code highlighting and suggestions.https://realpython.com/courses/python-pillow/continue/#t=99.64
01:42https://realpython.com/courses/python-pillow/continue/#t=102.14
But any code you see running on-screen will work in the standard Python REPL,https://realpython.com/courses/python-pillow/continue/#t=102.14
which is typically accessed by typing python or python3 at your terminal orhttps://realpython.com/courses/python-pillow/continue/#t=105.61
command-line prompt. So now you know what you’ll be covering,https://realpython.com/courses/python-pillow/continue/#t=110.16
and with those images in hand, you are now ready to get started with Pillow.https://realpython.com/courses/python-pillow/continue/#t=113.75
Aug. 15, 2023https://realpython.com/courses/python-pillow/continue/#comment-61cb453a-d808-43e2-bc89-179a6dbcde27
Aug. 16, 2023https://realpython.com/courses/python-pillow/continue/#comment-6639dff1-425a-494e-8a7b-78e7b11093c7
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May 2, 2024https://realpython.com/courses/python-pillow/continue/#comment-a8d42881-2e61-4658-a583-b2572df8f1bf
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Overviewhttps://realpython.com/courses/python-pillow/
https://realpython.com/videos/python-pillow-operations/
Process Images Using the Pillow Library and Python (Overview) 01:59 https://realpython.com/videos/python-pillow-overview/
Basic Image Operations 07:51 https://realpython.com/videos/python-pillow-operations/
Basic Manipulations 02:42 https://realpython.com/videos/python-pillow-manipulations/
Bands and Modes of an Image 05:25 https://realpython.com/lessons/python-pillow-bands-modes/
Image Processing 04:39 https://realpython.com/lessons/python-pillow-image-processing/
Blurring, Sharpening, and Smoothing 04:31 https://realpython.com/lessons/python-pillow-blur-sharpen-smooth/
Edge Detection, Enhancement, and Embossing 03:05 https://realpython.com/lessons/python-pillow-edge-enhance-emboss/
Segmentation and Superimposition 05:36 https://realpython.com/lessons/python-pillow-segment-superimpose/
Erosion and Dilation 04:18 https://realpython.com/lessons/python-pillow-erode-dilate/
Image Segmentation 03:38 https://realpython.com/lessons/python-pillow-segmentation/
Superimposition of Images 04:55 https://realpython.com/lessons/python-pillow-superimpose-images/
Using NumPy With Pillow 03:19 https://realpython.com/lessons/python-numpy-pillow/
Creating Images With NumPy 03:09 https://realpython.com/lessons/python-numpy-create-image/
Creating Animations With NumPy 03:14 https://realpython.com/lessons/python-pillow-numpy-animate/
Process Images Using the Pillow Library and Python (Summary) 00:47 https://realpython.com/lessons/python-pillow-summary/
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