Image Processing with OpenCV and Python

Опубликовано: 11 Сентябрь 2024
на канале: Rob Mulla

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In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python! Python image processing is very important for anyone interested in computer vision and data science. Using the popular python packages matplotlib and opencv you will learn how to open image data, how the data is formatted, some ways to manipulate the data and save it off in a different format. If you enjoy you can also check out my live twitch streams (below). Image data is extremely powerful especially with machine learning and computer vision techniuqes becoming more common. Learn about this important part of your data science toolbelt!

Timeline
00:00 Intro
00:57 Imports
02:06 Reading in Images
04:20 Image Array
06:22 Displaying Images
07:14 RGB Representation
09:40 OpenCV vs Matplotlib imread
11:50 Image Manipulation
13:26 Resizing and Scaling
16:25 Sharpening and Blurring
19:03 Saving the Image
20:17 Outro

The notebook used in this video:

Follow me on twitch for live coding streams:

Intro to Pandas video:
Exploritory Data Analysis Video:
Working with Audio data in Python:

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