OpenCV Python Tutorial #2 - Image Fundamentals and Manipulation

Welcome to the second video of the series on OpenCV and Python. I'll start this episode with Image Manipulation, how images are represented in the computer. I'll also give you information on how images work as they are going to be very important for this series.

⭐️ Timestamps ⭐️
00:00 | Intro
01:45 | Image Representation
04:02 | Values that Represent our Pixels
07:20 | Accessing Pixel Values
08:45 | Changing Pixel Colors
11:37 | Copying & Pasting Parts of Image
15:07 | Outro

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⭐️ Tags ⭐️
- Images within OpenCV
- Image Manipulation OpenCV
- Image Fundamentals OpenCV
- Python
- Computer vision
- Pip on Windows Mac

⭐️ Hashtags ⭐️
#OpenCV #Python

[raghavgupta]

I really hope he completes the series and does not drop it midway.

[kunalbhatt]

You explain the concepts really well in a student-friendly manner! I was trying to learn openCv for my college project but was getting intimidated by the other tutorial are VERY HELPFUL! it up!

[pushkarajpalnitkar]

Awesome graphics during the video. Excited for the series. Really appreciate the efforts you are putting for the viewers. Great videos as always.

[dualspace]

Thanks for taking the time to explain how the numpy array elements correlate to the image pixel positions. Super simple but super helpful!

[Shapet]

Was doing a project for my wife with images and this video just went live. Awesome!

[davidcarlson]

Nice work Tim! (
It should be noted though, @5:45, changing from 255 to 128 will make it a darker blue, not lighter.)

[codeforcoders]

Who the hell disliked this knowledge video

[varun]

Most of the youtubers told me, be good at one thing weather its cyber security, web development or machine learning and Al.
But are excellent in both I follow everyones advice or try to be like you

[mdammar]

I am a fan of yours.
Keep up the good work.
1mil soon

[angelotsk]

Thanks Tim, this Serie is very interesting .. please do more especially : batch images processing and face recognition , cropping and labeling faces

[spyrosdev]

Keep it up! Great work, Always loved your content, inspired me to start my own channel, and still teaching me great things! Thanks a lot!

[juliuscaesar]

thanks for this tutoriel, looking for a future tutorial about OCR techniques, please

[rushikeshgandhmal]

Please cover all necessary basics of openCv.
Appreciate your efforts !!

[samdaly]

I'm doing OpenCV right now at school hahaha, it's so powerful. I'm even using it for my honours project

[dirkjensen]

Critically undersubbed, posting a comment to boost engagement!!! Great tutorials man, currently building a timetable system for my old man and needed someway to graphically build a time line image. Thought I'll pick whatever package that I can find a good youtube series for. so open CV for me. ty

[cwansu]

Thanks a lot sir🙏 please upload more videos of this series.

[rolandocruz]

Yessir, more please these are perfect!

[anirudhkumar]

Amazing stuff! Thank you for the precision

[taiwooluwasegun]

Hay men in other tutorial s I watch they all speak different thing so I am convinced, but since numpy and opencv are related I think yeah great

[chrismckinley]

Having the computer play a game with using opencv as its "eyes" would be really interesting