Using Python to Create Image Filters (Python Image Processing Project Tutorial)

In this video, I will demonstrate how we can use Python to implement image filters! I will show you how you can adjust brightness and contrast, add blur, and detect edges, all in Python.

I provide some code that, given a path to a png image, will import the rgb channel values into a 3D numpy array. Then, I will demonstrate how we can add filter effects to the image and save it as a new png!

In order to implement these yourself, check out the code in the GitHub above, and try it out! Feel free to implement some other filters as well (some ideas: grayscale, inversion, warmth, etc).

Yes, I say nump-EE, but apparently its supposed to be numPIE. YOLO.

Feel free to leave any questions.

Thanks for watching everyone!
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[KylieYYing]

Feel free to implement some other filters as well; some ideas: grayscale, inversion, warmth, etc! :)

[bhattacharjeesantanu]

U r one of my favourite teachers of YouTube University :D

[shivafreephenix]

Very clearly explained ! Well done !
Certainly much much better than some so called training video for learning python....

[zchamdawala]

Was so eagerly waiting for your next video and here it is. Finally.

Its midnight right now (India) but will surely watch this.

Thank you so much for uploading this ❤️❤️

[AndrewYeung]

I never knew this was possible. Thanks for the tutorial

[DataProfessor]

Awesome video Kylie! Will be tinkering with this image processing project, thanks!

[OrganicaShadows]

Hi Kylie, this was great! do you probably have a course online so we can pay you and ask questions if we face some along the way? I really enjoy your explanations! I'm just a starter and your approach helps me understand what's going on in the code! I appreciate your response!

[trtlphnx]

Thank you So Much For This, You would not believe how Much It helps; You're The Greatest!!!

[mukuljobra]

Hello Kylie, you covered the image filtering stuff really in a simple & 'sobel_xy' manner, all the edges(aspects) are clearly pointed out. I wish you could be my teacher in my Image processing lab. Really nice explaination though❤❤
Also, a humble request to you, if you can make a quick video on image smoothing along with preservation of edges, i.e. bilateral filtering of images. Or you can suggest me a source of it how i can build my python codes.
Waiting for your response 😊😊☘

[Kirbylini]

hello fellow numpee caller! I'm gonna have a hard time calling it NumPi

[shubhamchauhan]

I'm getting error in "cpngfilters" can someone please help.

[germanskena]

Hello Kylie.
I want to make an Android app, made with python or MIT AI2.
A camera app, with a SINGLE FILTER. Only for working in the field.
I am Geologist and i want to make some analysis of the soil.
With Ai2 i have strong limitations for making the image transformations and with python the porting to Android.
DO you have any helping comment to point me in a good direction.
If i do in AI2. I can make the camera app, but with no filter. And in the other hand the same but with the filter application.
the Filter is a NDVI for recognize plant health and relate that with the soil.

[patilshrikantn]

Hey, would you mind showing me how to crawl through a PDF document using python? also, pls consider a scenario where the pdf is password protected.