OpenCV Tutorial - Python and OpenCV for Beginners (Full Course)
10.7 هزار بار بازدید -
4 سال پیش
-
Designed for absolute beginners, this
Designed for absolute beginners, this 4-hour tutorial series will teach you everything you need to know to be an expert in OpenCV in no time!
We'll start all the way from the very basics (reading images and video, image transformations, drawing on images) to the more advanced concepts (color spaces, edge detection, and thresholding). Towards the end, we'll be building a Deep Computer Vision model to detect between the characters in "The Simpsons".
Useful Links:
Github link: https://github.com/jasmcaus/opencv-co...
Caer: https://github.com/jasmcaus/caer
If you enjoyed this course, don't forget to like, share and subscribe!
https://www.youtube.com/jasmcaus?sub_...
Timestamps:
(0:00:00): Introduction
(0:01:07): Installing OpenCV and Caer
Section #1 - Basics
(0:04:12): Reading Images & Video
(0:12:57): Resizing and Rescaling Frames
(0:20:21): Drawing Shapes & Putting Text
(0:31:55): 5 Essential Functions in OpenCV
(0:44:13): Image Transformations
(0:57:06): Contour Detection
Section #2 - Advanced
(1:12:53): Color Spaces
(1:23:10): Color Channels
(1:31:03): Blurring
(1:44:27): BITWISE operations
(1:53:06): Masking
(2:01:43): Histogram Computation
(2:15:22): Thresholding/Binarizing Images
(2:26:27): Edge Detection
Section #3 - Faces:
(2:35:25): Face Detection with Haar Cascades
(2:49:05): Face Recognition with OpenCV's built-in recognizer
Section #4 - Capstone
(3:11:57): Deep Computer Vision
Check out my Deep Learning Crash Course for Beginners: Deep Learning Crash Course for Beginners
Connect elsewhere:
- Medium: Medium: jasmcaus
- Twitter: Twitter: jasmcaus
- LinkedIn: LinkedIn: jasmcaus
- Instagram: Instagram: jasmcaus
#opencv #python #computervision
We'll start all the way from the very basics (reading images and video, image transformations, drawing on images) to the more advanced concepts (color spaces, edge detection, and thresholding). Towards the end, we'll be building a Deep Computer Vision model to detect between the characters in "The Simpsons".
Useful Links:
Github link: https://github.com/jasmcaus/opencv-co...
Caer: https://github.com/jasmcaus/caer
If you enjoyed this course, don't forget to like, share and subscribe!
https://www.youtube.com/jasmcaus?sub_...
Timestamps:
(0:00:00): Introduction
(0:01:07): Installing OpenCV and Caer
Section #1 - Basics
(0:04:12): Reading Images & Video
(0:12:57): Resizing and Rescaling Frames
(0:20:21): Drawing Shapes & Putting Text
(0:31:55): 5 Essential Functions in OpenCV
(0:44:13): Image Transformations
(0:57:06): Contour Detection
Section #2 - Advanced
(1:12:53): Color Spaces
(1:23:10): Color Channels
(1:31:03): Blurring
(1:44:27): BITWISE operations
(1:53:06): Masking
(2:01:43): Histogram Computation
(2:15:22): Thresholding/Binarizing Images
(2:26:27): Edge Detection
Section #3 - Faces:
(2:35:25): Face Detection with Haar Cascades
(2:49:05): Face Recognition with OpenCV's built-in recognizer
Section #4 - Capstone
(3:11:57): Deep Computer Vision
Check out my Deep Learning Crash Course for Beginners: Deep Learning Crash Course for Beginners
Connect elsewhere:
- Medium: Medium: jasmcaus
- Twitter: Twitter: jasmcaus
- LinkedIn: LinkedIn: jasmcaus
- Instagram: Instagram: jasmcaus
#opencv #python #computervision
4 سال پیش
در تاریخ 1399/08/03 منتشر شده
است.
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