05 NymPy | Numerical Python | 3-Dimensional Image Array Manipulation: AI and ML Foundations

Education is Life
Education is Life
12.9 هزار بار بازدید - 3 سال پیش - In this lesson, Joed Goh
In this lesson, Joed Goh explain how to use some of the useful functions of numpy library to manipulate numerical data. This also covers the use of matplotlib to visualize data, and PIL (pillow) to load image files.

TABLE OF CONTENTS:
00:00 Introduction
03:22 Numpy Array Speed Test
06:15 Creating Numpy Arrays
08:35 Matplotlib Library
11:44 Reading data from external files
12:57 Creating array from a text file
14:00 Plotting 2D array image
15:56 Plotting 3D array image
16:42 Indexing and Slicing 3D array image
20:15 Thresholding Image
21:18 Modifying 3D array image - color RGB
23:25 Copying Arrays
25:00 Math and Statistics functions


PLAYLISTS:
Artificial Intelligence and Machine Learning Foundations
Artificial Intelligence and Machine L...

Designing Database Solutions with Microsoft SQL Server 2019
Designing Database Solutions with Mic...

Android App Development in Kotlin
Android App Development in Kotlin

Embedded Systems using Arduino Uno
Embedded Systems using Arduino Uno

Data Structures and Algorithms using C#
Data Structures and Algorithms

REFERENCES:
https://towardsdatascience.com/how-fa...
https://numpy.org/doc/stable/user/wha...
https://www.w3schools.com/python/nump...
3 سال پیش در تاریخ 1400/03/30 منتشر شده است.
12,991 بـار بازدید شده
... بیشتر