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Code with me using Python and AI to build a face detection app 

Tiff In Tech
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In this video, I'll be showing you step-by-step how I built a real-time facial recognition application using Python and the OpenCV library. Facial recognition is an incredibly cool and useful technology that can be used for everything from security systems to photo tagging.
The app I've built can detect, extract, and recognize multiple faces from a webcam feed in just a few seconds. I'll show demos of the final application in action and explain how the underlying machine learning makes it all possible.
Everything will be coded in Python for simplicity and easy of understanding - no complex math or theory required! By the end, you'll have a complete understanding of how to build your own facial recognition apps with Python and OpenCV.
Github for OpenCV xml: github.com/opencv/opencv
TIMESTAMPS
0:00 What we will be building with python and opencv
1:25 What is AI (artificial intelligence)?
1:44 What is machine learning?
1:57 What is generative AI?
2:58 What is NLP (natural language processing)?
4:13 Generative AI and NLP?
5:15 Code with me building a facial recognition app with Python
8:45 OpenCV xml file to use
9:45 End result with python and opencv

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1 июн 2024

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Комментарии : 71   
@JohnR-fc7vr
@JohnR-fc7vr 8 месяцев назад
You're explaining really well and in very simple terms. Something that the whole community needs to do.
@ciftcierdinc
@ciftcierdinc 8 месяцев назад
I love these videos! You are showing so much talent :) Let's go
@izael2168
@izael2168 9 месяцев назад
Python is incredible, I love this language, it's already in my favorites to try later, top-notch video! Loved it!!
@TiffInTech
@TiffInTech 9 месяцев назад
Thank you!! Really appreciate that! Hope you are having a great day!
@JohnR-fc7vr
@JohnR-fc7vr 8 месяцев назад
Yes python is incredible. But I had added it to my favourite 7 years ago. I had switched from Java to python because this language is so awesome.
@pile333
@pile333 9 месяцев назад
I guess Python deepfake apps must have something in common with this. Love this kind of videos.
@tuurblaffe
@tuurblaffe 6 месяцев назад
i have a suggestion, i am almost finished with an extension for my virtual assistant. it works as a screen recorder either recording or take screenshots every n seconds the images get processed by opencv and ocr ofcourse to analyze it. the object detection detects objects on the screen while the ocr detects the text it will then send the detected objects together with the text to my virtual assistant. i gave my assistant a list of items i still need to buy for the hollidays and now i have my own personal shopping assistant. i cannot only tell my assistant what presents i still need but it works with everything else. reading a news paper or a blog and having the assistant explain and summarize it as you are scrolling trough it feels like it adds an additional layer of personality to it and the llm you are running will feel more like a companion than a chatbot in a webui. the recording part is just in a piece of code that sits on my desktop as a kind of button and will only record when i turn it on but will recorde only the screen it is running on as well i can drag it on the second monitor and it doesnt record the first monitor. now my next part is to have it browse on its ownv. this allready was somewhat doable by implemznting a webscraper to get the html and extract the stuff you needed byt this requires a scraper for each wzbsite. but if you use vision it can stay the same it doesnt matrer cuz you dont rely on the html anymore as object detection and character recognition pretty much extract what is visible for you so it will only use that. and it has a whole lot of othe stuff you can do with it. as i am shopping i am pretty much am building a database of the items and the prices of them allowing me to track items over time think about the possibilities with this. well and tbh my own llm running locally is pretty much 100 times better than chatgpt for recommending stuff or 1000 times more funny when making jokes about newspaper headlines cuz my assistant is uncensorred and i programmed it do have dark humour :o
@fazalhayat7848
@fazalhayat7848 9 месяцев назад
Thank you for that video. Good Work
@denovo3949
@denovo3949 8 месяцев назад
Thanks Tiff as always!
@palurihitesh8466
@palurihitesh8466 9 месяцев назад
wow your videos are really helping me a lot!!!
@TiffInTech
@TiffInTech 9 месяцев назад
I'm so glad! Hope your week is off to a good start!
@palurihitesh8466
@palurihitesh8466 9 месяцев назад
Hey! Could you explain about game development careers in 2023 and it's future@@TiffInTech
@YashAndTioShow
@YashAndTioShow 8 месяцев назад
Hi Tiff, great video again, where could i find the information you use to learn all of these projects like this and the pdf to mp3 project. Where can we find the resources or information on how to build cool projects like these?
@suhindubey8178
@suhindubey8178 9 месяцев назад
Wow that's great Thank you ❤❤❤
@TiffInTech
@TiffInTech 9 месяцев назад
You're welcome 😊
@cosanostra-9949
@cosanostra-9949 8 месяцев назад
wow it is so interesting ! :)
@danacosta5237
@danacosta5237 9 месяцев назад
damn this was part of my capstone project in school and it gave me so much trouble. If only this came out last year lmao
@TiffInTech
@TiffInTech 9 месяцев назад
No way!! Haha not great timing. Although I’m sure your project turned out great
@xpaul.
@xpaul. 5 месяцев назад
You need to select the right interpreter in python, which has installed cv2 and numpy. That's why you get the the error on importing python modules.
@youths-oclock7732
@youths-oclock7732 3 месяца назад
Thanks Alot!
@lesotv1056
@lesotv1056 5 месяцев назад
Wow love you already ❤
@jacobdebrone
@jacobdebrone 6 месяцев назад
You are a whole lot of fun
@moisesespiritosanto2195
@moisesespiritosanto2195 9 месяцев назад
Hi, I'm from São Paulo! Yeah excellent! Abraço forte de Urso!
@TiffInTech
@TiffInTech 9 месяцев назад
Yay!! Cheers hope your week is going great!
@arifzafri3552
@arifzafri3552 8 месяцев назад
Hi Tiffany, I am a student at college and today is a weekend. I've been playing pokemon go and I am thinking that I would like to build a software that will able to find rare spawns of pokemon. I am watching your videos to get some ideas and it really inspires me 😄
@loveall3233
@loveall3233 8 месяцев назад
great idea
@realleglesslizard
@realleglesslizard 4 месяца назад
My code doesn't seem to make a camera window when I run it. what could be the problem?
@atakgokhan6449
@atakgokhan6449 7 месяцев назад
Can you share a software that fills in the details of a face with low pixels? Can you do this with Python
@erickcz7359
@erickcz7359 9 месяцев назад
Wow nice program are u doing this??? Are u learning IA ??? .As developer of IA maybe you have better oportunities in the job of one carrerer...you can have big oportunities if you are working whit IA tecnology❤❤❤❤
@johnoldfield2390
@johnoldfield2390 8 месяцев назад
Do you have any cryptocurrency and currency differentiator and explainer courses and then additional information on test nets main nets production servers and where the test net products merge with mainnets occur and or where the conversions are?
@LouKhobor
@LouKhobor 2 месяца назад
Which IDE you are using?
@mhk9065
@mhk9065 2 месяца назад
I need your helpto build a vehicle detection system
@sucode1621
@sucode1621 8 месяцев назад
wow it's interesting with so few lines of code.
@juanmacias5922
@juanmacias5922 8 месяцев назад
More small projects. :D
@n0r.03
@n0r.03 4 месяца назад
I couldn't find the github file it annoyed me so much can someone please help? And tell me the link of the file?
@user-fw1ok4lz2j
@user-fw1ok4lz2j 8 месяцев назад
I got this error ((( module 'cv2' has no attribute 'cv2' )))
@vajidalishah3595
@vajidalishah3595 9 месяцев назад
Tiff get to the point what is it your mainly programming in? Lol your here there and everywhere 😂🎉
@TiffInTech
@TiffInTech 9 месяцев назад
I like to build a variety of projects :) Mainly you will see python being used for projects in my videos!
@vajidalishah3595
@vajidalishah3595 9 месяцев назад
@@TiffInTech employment wise what is it you are programming in?
@charsiu8444
@charsiu8444 9 месяцев назад
What about using the same technology to detect mosquitos, flies, cockroaches, etc. (and maybe somehow link it to a laser pointer) ...
@juanmacias5922
@juanmacias5922 8 месяцев назад
I believe Bill Gates had this idea years ago, with mosquitos in Africa lol
@QueenSavagexxx
@QueenSavagexxx 9 месяцев назад
this is great! but my question..how do i know i am now importing a virus 😭 im brand spanking new to this
@carlospinachomiranda9668
@carlospinachomiranda9668 8 месяцев назад
🤩
@gabyenhome2988
@gabyenhome2988 9 месяцев назад
Tkx
@TiffInTech
@TiffInTech 9 месяцев назад
Cheers!
@Eavai19
@Eavai19 Месяц назад
please help me create face detection with name (registered user), unknown (unregistered user)
@mr_Stranger_07
@mr_Stranger_07 8 месяцев назад
Ohhh God 🥶 if you are a teacher then I spend my hole life to learn from you ❤️😉😪
@AvinashSingh-vj3rk
@AvinashSingh-vj3rk 9 месяцев назад
@TiffInTech
@TiffInTech 9 месяцев назад
Hope you are having a good week!
@AbdulGiwa
@AbdulGiwa 9 месяцев назад
For the import error, have you tried checking if vs code is using the correct venv, that fixes it for me.
@TiffInTech
@TiffInTech 9 месяцев назад
I haven’t!! Thank you🙏🏼 going to try that!! Thank you
@laraibjaffar1735
@laraibjaffar1735 9 месяцев назад
Tif pls pls pls pls pls pls pls pls pls pls pls pls pls pls pls pls pls pls pls pls make a video on NLP engineering. Plsss
@zaid2868
@zaid2868 7 месяцев назад
Do you know about deepfake technology?
@dapken
@dapken 9 месяцев назад
Grayscale, well that explains melanin issue
@udeve
@udeve 4 месяца назад
Asalamu Alaykum pls code source❤
@azk3710
@azk3710 8 месяцев назад
I am bigginer person who is this guidance me
@Makku293
@Makku293 8 месяцев назад
How am I supposed to pay attention while she's so damn pretty?
@azk3710
@azk3710 8 месяцев назад
Hello
@TheUnofficialMaker
@TheUnofficialMaker 8 месяцев назад
don't care for the angry man background
@TiffInTech
@TiffInTech 8 месяцев назад
It’s Jack Nicholson blowing smoke from his cigar! No angry man ☺️💕
@izael2168
@izael2168 9 месяцев назад
first
@TiffInTech
@TiffInTech 9 месяцев назад
Yay!! Hope your week is going great 😊
@Theyareout2getme
@Theyareout2getme Месяц назад
What would u use to make an ai that will recognize faces and body shapes
@vikavan9898
@vikavan9898 8 месяцев назад
that was so fun, thank you Tiff 🤍
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