Object Detection 101 Course - Including 4xProjects | Computer Vision

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00:00 Introduction
02:08 Chapter 1 - What is Object Detection?
03:30 Chapter 2 - A Brief History
06:16 Chapter 3 - Performance Evaluation Metrics
09:07 Chapter 4 - Installations
19:23 Chapter 4.1 - Package Installations
25:45 Chapter 5 - Running Yolo
37:14 Chapter 6 - Yolo with Webcam
01:08:17 Chapter 7 - Yolo with GPU
01:21:39 Premium Courses
01:23:51 Project 1 - Car Counter
02:17:58 Project 2 - People Counter
02:31:41 Project 3 - PPE Detection (Custom Training)
03:06:19 Project 4 - Poker Hand Detector

[@murtazasworkshop]

If you are getting an error while installing requirement “lap==0.4.0” then try installing visual studio C++ complier as shown at 1:10:10. Let me know if that solves your issue.

[@walidazerkane9430]

yes it's working thank you Murtaza

[@nisr-gs7qe]

i don't have this problem just with lap but also the specific version of opencv-python and ultralytics. I still can't solve it.pls i need some help cause this is my second course iwan not to skip too because of the same problem that i found with pycocotools

[@sameepshah3835]

Please pin this comment my brother, thank you for the fix.

[@sayyedasifrizvi3301]

thanks a lot it did help lots of love from Aligarh Muslim University Aligarh India

[@atharvchauhan2648]

aayin@@sayyedasifrizvi3301

[@adayinthelife5496]

You videos are super clean! Nice work.

[@matalomax]

Thank a lot for the course!

[@pilotocomercial]

Congratulations!! Very good job!

[@ch.minamotohidarii8338]

thank for the course ! very useful

[@nikbivation]

thank you so much for this!!

[@joychen1285]

The tutorials, are awesome and easy for beginners to follow up!

[@muhammadzohaibhassan552]

Amazing tutorial, vey well explained. Highly recommended

[@flyingmods9568]

fantastic work Murtaza, thank you! This made me think of autonomous drones: if you combine Yolo object detection with the Tello camera input and make it go forward as long as it detects objects in the room and stop it, when no longer detecting, you would have a sort of lidar for free...

[@Moon-D0G]

what if drone sees mirror

[@mikew2883]

Excellent tutorial! 👍

[@chibuikeokpala6064]

Thanks so much. this was really educating and interesting.

[@WillianSilvanoMaria]

thank you!!

[@techmontc8360]

Thanks a lot sir !

[@chalermgiatthee-asana512]

Very useful .Thank you sir

[@Raauruu]

Thank you so so much

[@omerahmaad]

Thank you very much

[@Abstract_Code]

I was waiting so long for this tutorial thank you so much!

[@Piyushraj-ry1kz]

had you encountered error installing lap package

[@OmoroReborn]

Am in the right place at the right time. Thanks. i will be very greatful if you do another video with tensorflow ❤️❤️

[@vigneshwaransaminathan6418]

Thanks sir!

[@chipngo9758]

Very useful lesson. 💯👍

[@kamilgasiorek8548]

great stuff man, cheers from Poland :)

[@miyobakaswaya9893]

Excellent tutorial ❤

[@TensorGrass]

Hello Murtaza This is your best video. You are a great discloser. Thanks for everything

[@sachin2725]

One more excellent project as usual....waiting for next

[@PakDaisy]

Good Efforts.. Keep it up.. You are the champion

[@laokkkwww]

THX!!!

[@MuhammadAdnan-tq3fx]

Thank you so much it will help the students specially researchers

[@umaissajjad1159]

Thank you sir it's amazing 🥰

[@yakiraqua]

thank you!

[@iotwork9483]

amazing you are very professional,,and your teaching style is amazing I easily understand as a begginer😍🥰 ...

[@KyukiBlade]

This is the best course for beginner like me ! Awesome work ! Thanks 🙂

[@miner_zm6171]

thank you very much for this course it is realy helpfull

[@nalinperera5754]

This is amazing ❤

[@user-zi9ek6md2w]

Thank you

[@yoshirovilchez3392]

I love this. I think i can get a job finally with this

[@viniciusnoyoutube]

Very good work I hope for more :)

[@user-ke4jl4ul7z]

thank you sooooo much bro

[@bashiruibrahim8443]

Thank you sir

[@joaopaulosanfelice]

such a great video.

[@codingwithteam7262]

Registration Done 👍 By the way wonderful course

[@q.u.e.r.t.y]

59:23 You can also get the classnames from the results variable: class_names = results[0].names print(class_names) The only difference is that it will be a dict with index keys as ID numbers and that's probably what you want but can be turned into a list with: class_names = results[0].names print(list(class_names.values()))

[@users.anonymous]

Thank you brother.. Thank you very much 👍😊

[@anurajms]

thank you

[@newdetektive]

This course help me for my learning project. ❤ Thank you sir. I need more specific counting for every class object. Could you make new video tutorials about it sir. Thank you again

[@gnanendrakumar2761]

Good work. Murtaza!. I would like to point one thing in car counter project. Instead of list for tracking counts, you might need to consider dictionary or a set for unique ids.

[@hamdykouta]

thanks a lot for your effort. it is really great work, please keep going

[@danielmichaelraj9665]

Murtaza you are doing a great job, its really helpfull for the beginners. To get an audio output what should we do with this coding?

[@mena-barter]

You amazing!!!

[@tyhaas3w]

Its was very helpful. Thank You Man. Im staisfed there is broccoli in classes because they are very helthy. btw. i found reasonable to set terminal shell to cmd.exe by default. Setting>Tools>Terminal > Shell path: switch to cmd.exe

[@ayushbanerjee1187]

For anyone struggling with the requirements.txt, make sure you have Python 3.10 or above. I was trying to run it on Python 3.9, and it was saying there was some hardware error. I completely deleted and reinstalled python 3.10, and everything works perfectly. Besides that, this was a highly informative course on the YOLO algorithm and its applications. Thank you Murtaza.

[@ryankomalley]

This was the fix for me as well. I tried originally installed 3.12, and had tons of issues with the requirement packages. I even tried 3.11, and that was better, but still issues. Only after uninstalling everything and going with JUST 3.10, it worked!

[@DavidGiannopoulos]

Dude, i want an object detection / reader / scanner that works over a visor or glasses in real time. Could be very very basic at first but over time it would be an incredibly useful tool for the everyday human.

[@khasanbekdev]

Great

[@user-jv6iw3el6q]

great Course

[@xavier__memes]

May God bless you brother, thanks for the free and helpful content

[@Piyushraj-ry1kz]

had you encountered error installing lap package

[@gplgomes]

Thanks a lot. A very good course. Spread knowledge is humanitary.

[@Piyushraj-ry1kz]

had you encountered error installing lap package

[@perseferandatakndare465]

It's so Details, Thanks Bro ...

[@ibrahimcious]

It's really helpful. Thanks for the tutorial!

[@Piyushraj-ry1kz]

had you encountered error installing lap package

[@vitdart]

@@Piyushraj-ry1kz try before pip install wheel

[@user-bd5ou9rr6e]

I would like to express my sincere thanks for your time, effort, and willingness to share your expertise with the online community. Your contributions have made a significant impact on my learning journey, and I am truly grateful for that. Once again, thank you for your exceptional work and for going above and beyond to educate and inspire others. I look forward to exploring more of your content in the future.，you are the best one

[@_JihadFachriRB]

im not skip ad :) thanks

[@zaqai]

How beautiful if I had seen your video earlier. I not only learned technology, but also practiced English. Thanks a lot for your efforts and I will continue to follow you.🥳

[@Piyushraj-ry1kz]

had you encountered error installing lap package

[@dlep9221]

Thank you very much, your approach is exhaustive and very pedagogic.

[@lishasaini6657]

Hi . Can you please help me with the installation of the nvidia drivers because I am not able to install the nvidia drivers but have successfully installed both toolkit and cudnn. It's showing that the NVIDIA installer cannot continue because no nvidia GPU is detected on your system. This graphics driver could not find compatible graphics hardware.

[@lishasaini6657]

Due to which I am not able to proceed in this project.

[@chinnapank]

really good

[@user-fm7jm2qb9t]

Best video on yolo , awesome

[@Alienvlg]

Awesome tutorial! tnx a lot

[@shyamalanaik8093]

In this video full code is explained and given or we have to buy code

[@shantilalzanwar8687]

Useful tutorial, thanks @murtaza. I truly wish the other courses were little inexpensive, so that we can learn from you.

[@Jeffrey-uw8un]

Definenetley awesome

[@brunognoato8016]

Wow it's is amazing job 😮❤

[@cesartabares6203]

Bro , I was struggling a lot before this video, you make it pretty simple and was waaay better than other videos, even paid tutorials. thanks a lot! . btw , Im building an application for counting people going in and out on a door, so the limit line is just one, any thoughs on how to track if a person is going in or out ?

[@umut8244]

Excellent course. Thank you. I have a question: How can I use a GPU with Apple M2?

[@artificialintelligence584]

Goood Job, Thanks tooo much! I Have a question sir, did you make cvzone library or not

[@MesutMG]

This is gold.

[@nur-aalam3296]

fantastic work Murtaza, thank you! but There is a problem.

[@thewiredworld0617]

you are best Murtaza.

[@WASDRGKER]

It's lucky for me to find this video!!! I can finish my homework with this video!

[@WaldirBorbaJunior]

Super, hiper, mega amazing

[@user-rh3oz1qs6f]

Also make videos on object segmentation and classification

[@awaisahmad5908]

it's an amazing teacher

[@Arsrobotic]

good thengs

[@fedegonzal]

Hi, amazing tutorial! I have two question about the poker project: 1. Let’s say I have two different detectors, one for numbers (rank) and the other one for suit. How can use it detector to avoid to make a new “poker card detector”? 2. It’s possible to make an AI model to classify the hand given the detected cards? I mean, to avoid the traditional code in the last part of the tutorial. How? Thanks again!

[@shailauttam-zg6ox]

Sir this is on of best course

[@victoredj]

Thank you very much for the tutorial, excellent content, how to accelerate with CUDA in mac osx ventura, I have a mac : 13-inch, 2020, 2 GHz Intel Core i5 de cuatro núcleos, graphics Intel Iris Plus Graphics 1536 MB, Thanks a lot

[@fabriciomartins2734]

Congrats for the project! Really awsome.

[@lishasaini6657]

Hi . Can you please help me with the installation of the nvidia drivers because I am not able to install the nvidia drivers but have successfully installed both toolkit and cudnn. It's showing that the NVIDIA installer cannot continue because no nvidia GPU is detected on your system. This graphics driver could not find compatible graphics hardware.

[@felipegomez4662]

Hello friend, I congratulate you, could I ask you how you can improve the fps of video transmission... or how to make the video look more fluid with the detection.

[@omnamahshivaya007]

Underrated channel

[@rperezalejo]

Awesome video...just wondering if there is a camera where i could put inside an algorithm of Posture(for example) and put it in my home gym, not to be attached to my laptop. Can you recommend any? thanks.

[@stonecorleone]

59:20 YOLO already have a name attribute: results = model.predict(stream=True, imgsz=512) # source already setup names = model.names for r in results: for c in r.boxes.cls: print(names[int(c)])

[@maaleem90]

Hi, just wanted to ask someone thing. I have learnt concepts like cnn, lstm. Should I learn this or should I learn something else before this?

[@EliSpizzichino]

I have the same wrong values for box.xywh, weird... To get the numbers from the tensor you can use toList() instead of casting to int individually

[@bozok1903]

The tutorial was excellent, and I gained a wealth of knowledge. I greatly appreciate your dedication and hard work.

[@BigDaddyRenny]

Good day, were you able to install lap?

[@bozok1903]

@@BigDaddyRenny Good day! Yes, I was able to install all dependencies.

[@BigDaddyRenny]

@@bozok1903lap didn't install... I don't know why but I really want this to work.

[@user-rn1hu3ij4d]

Can I learn computer vision engineering from a laptop which has 4GB RAM and intel R HD 520 graphics card ?

[@mohamedelmalah6716]

@@user-rn1hu3ij4d I think yes , try the code but I think the difference that as an example - the first project - the video and detection will be slow .

[@welsonfy5246]

Nice very good job. Possible tracking players football match pose estimation ?

[@nhatpham5797]

thank you, hope you make more courses on YOLOv8 like this, wish you a lot of health and happiness

[@Piyushraj-ry1kz]

had you encountered error installing lap package

[@skripandthes]

@@Piyushraj-ry1kz what python version you have? i had issues while installing lap package and I downgrade the python version and it all works fine after that

[@SwastikSaha1204]

@@skripandthes Which version

[@skripandthes]

@@SwastikSaha1204 Python 3.9.9, but you can ignore the lap package because it was never used in this course

[@murphy1162]

great job!!! you never disappoint me!!!

[@saurabhsharma488]

Kindly make video on licence number plate recognition with already made model and custom model

[@yukomahirobashi6084]

Salam Brother... ❤ from Indonesia.

[@kagansenkeser4357]

Ow yeah i was waiting for this thank u very much and for people who coulnd't install lap library like me in chapter 7 murtaza install visual studio packets it will fix the lap library problem

[@yonasun2987]

thanks!

[@gsmteam4214]

hi, thanks for such grate informative content, is Ultralytics commercially usable? is it open source? are there any alternatives for the same.

[@nijytngagh9448]

I follow your videso. THey are simply brilliant. I had one doubt though. All these are done using Python. Can we do same thing in C or C++ ?

[@bibhutibaibhavbora8770]

Sir make a video on tensorflow object detection api. The history and the tutorial. There's not much videos and if it there they are not explaining well and everytime I run the projects they taught I'm getting error I don't know where it came from. Love from India❤️

[@berobatdikotadepok1261]

thank you for the wonderful tutorial, sir. but unfortunately, i have problem and issue with run with gpu things. i do follow your step by step a couple times but the issue is still there :,(

[@walidkambagha7386]

I don't know how to thank you but, you really helped me as I wanted a detailed tutorial on how to implement this step by step. Thank you, and keep up the good work.

[@user-lk3zh1wg6y]

Bravo