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Black and white image colorization using Python, OpenCV and Deep Learning 

Balaji Srinivasan
Подписаться 16 тыс.
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In this video, we will learn how to colorize black and white images using OpenCV, Deep Learning, and Python.
Image colorization is the process of taking an input grayscale (black and white) image and then producing an output colorized image.
The approach we are going to use here relies on deep learning. We will utilize a Convolutional Neural Network capable of colorizing black and white images with results that can even “fool” humans!
Download the model files:
1. colorization_deploy_v2.prototxt: github.com/richzhang/coloriza...
2. pts_in_hull.npy: github.com/richzhang/coloriza...
3. colorization_release_v2.caffemodel: www.dropbox.com/s/dx0qvhhp5hb...
Credits:
1. github.com/opencv/opencv/blob...
2. richzhang.github.io/colorization/
3. github.com/richzhang/coloriza...
GitHub: github.com/balajisrinivas/Col...
LinkedIn: / balaji2512
0:00 Introduction and Demo
1:35 Idea behind colorizing black and white images
3:52 Install Dependencies
4:26 Credits to OpenCV and Zhang et al.
4:58 Import statements
5:23 Download the model files
6:09 Let's code it
11:59 Run the program
12:55 End Notes

Опубликовано:

 

5 авг 2024

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Комментарии : 23   
@Simran-tp1nz
@Simran-tp1nz 2 месяца назад
Thank you so much for the detailed explanation on the image colonization project! Your step-by-step guidance was incredibly helpful. Keep up the great work!
@srivatsavavuppala1008
@srivatsavavuppala1008 Год назад
cant download the third file..is there any alternative?
@jaimeolvera6457
@jaimeolvera6457 8 месяцев назад
Hello Balaji. Thank you for the code. Would you please let me know which python version do you used?
@bikkysharma7253
@bikkysharma7253 Год назад
nice explanation
@NiksGMD
@NiksGMD Год назад
readNetFromCaffe is blank for me, meaning that it is unrecognized. i've installed opencv and still nothing
@user-uw2ug2fb1l
@user-uw2ug2fb1l Год назад
where can i find the imagenet dataset ?
@Neha_2503
@Neha_2503 8 месяцев назад
Can we get the same level of coloured image in 8GB RAM Pc's
@dineshgurumoorthy3564
@dineshgurumoorthy3564 Год назад
Nice Balaji
@felliperibeiroteixeira
@felliperibeiroteixeira Год назад
The code has been updated, I tried with your code and the new one but it gave an error
@karthiknagendran9474
@karthiknagendran9474 Год назад
anna i am getting some errors na, can you help me out?
@lukesky9281
@lukesky9281 Год назад
Nice sir
@-AnnarapuPavanKumar
@-AnnarapuPavanKumar 8 месяцев назад
okay! but how to run this in the vscode
@NanamPranay
@NanamPranay 2 месяца назад
Hlo Anna help Anna, can't downloading the 3rd file
@abhigyanghosh7561
@abhigyanghosh7561 Год назад
@rohansingh7096
@rohansingh7096 Год назад
Sir can't download pts_in_hull.npy please help
@BalajiSrinivasan25
@BalajiSrinivasan25 Год назад
Go to github.com/richzhang/colorization/blob/caffe/colorization/resources/pts_in_hull.npy and click on the Download button
@14_seit_gharat_dhananjay67
@14_seit_gharat_dhananjay67 Год назад
where u done the coding part in which idle
@srivatsavavuppala1008
@srivatsavavuppala1008 Год назад
sublime
@lewschoen
@lewschoen Год назад
I am looking for someone who might be able to help me build a computer with software to do this type of colorization process. Would you be able to help, I am willing to pay someone to do this for me.
@navyasrivallapu7671
@navyasrivallapu7671 9 месяцев назад
I will do it
@peliculasperdidasyencontra5059
@peliculasperdidasyencontra5059 9 месяцев назад
@@navyasrivallapu7671Do you have experience building AI?
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