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
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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.
yes it's working thank you Murtaza
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
Please pin this comment my brother, thank you for the fix.
thanks a lot it did help lots of love from Aligarh Muslim University Aligarh India
aayin@@sayyedasifrizvi3301
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...
what if drone sees mirror
You videos are super clean! Nice work.
Amazing tutorial, vey well explained. Highly recommended
The tutorials, are awesome and easy for beginners to follow up!
Thank a lot for the course!
Am in the right place at the right time. Thanks. i will be very greatful if you do another video with tensorflow ❤️❤️
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?
I was waiting so long for this tutorial thank you so much!
had you encountered error installing lap package
Congratulations!! Very good job!
Thank you very much, your approach is exhaustive and very pedagogic.
thank for the course ! very useful
thank you so much for this!!
This is the best course for beginner like me !
Awesome work ! Thanks 🙂
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()))
amazing you are very professional,,and your teaching style is amazing I easily understand as a begginer😍🥰 ...
Hello Murtaza
This is your best video.
You are a great discloser.
Thanks for everything
Thanks so much. this was really educating and interesting.
Excellent tutorial! 👍
Good Efforts.. Keep it up.. You are the champion
One more excellent project as usual....waiting for next
May God bless you brother, thanks for the free and helpful content
had you encountered error installing lap package
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
great stuff man, cheers from Poland :)
Registration Done 👍
By the way wonderful course
Thanks a lot. A very good course. Spread knowledge is humanitary.
had you encountered error installing lap package
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.
Congrats for the project! Really awsome.
Excellent tutorial ❤
Thanks a lot sir !
thank you!!
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!
This is amazing ❤
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.
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!
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.
Thank you so much it will help the students specially researchers
thanks a lot for your effort. it is really great work, please keep going
It's really helpful. Thanks for the tutorial!
had you encountered error installing lap package
@@Piyushraj-ry1kz try before pip install wheel
Thanks sir!
Thank you brother..
Thank you very much 👍😊
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.🥳
had you encountered error installing lap package
Thank you sir it's amazing 🥰
thank you very much for this course it is realy helpfull
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 :,(
Is the project built in video pytorch or Tensorflow based?
Very good work
I hope for more :)
Very useful lesson. 💯👍
THX!!!
Goood Job, Thanks tooo much!
I Have a question sir, did you make cvzone library or not
is there any way to find out the limits of the lines? instead of trial and error
Excellent course. Thank you.
I have a question: How can I use a GPU with Apple M2?
Very useful .Thank you sir
Hello. Thank you for the information. Would all of this work with prior Yolo Versions? Especially YoloV5? Or it would not.
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.
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
I love this. I think i can get a job finally with this
great course so far but wanted to point out that the link for the zipped code and files is dead at the moment. Thanks
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
hi, thanks for such grate informative content, is Ultralytics commercially usable? is it open source? are there any alternatives for the same.
thank you sooooo much bro
thanks for the video. how can i tackle a task of counting objects in a video with moving camera? specifically sea animals in a big pool so i need to scan all the pool and accumalte the numbers
Thank you very much
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.
Thank you sir
Thank you so so much
do we need a to have a NVIDIA gpu on our device to setup the gpu?
It's so Details, Thanks Bro ...
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 ?
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
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
thanks!
Hi sir, is it possible for you to build the trails of the detections ?
Thank you
Hello Sir. question, how many cameras can be connected at the same time maximum?
The tutorial was excellent, and I gained a wealth of knowledge. I greatly appreciate your dedication and hard work.
Good day, were you able to install lap?
@@BigDaddyRenny Good day! Yes, I was able to install all dependencies.
@@bozok1903lap didn't install... I don't know why but I really want this to work.
Can I learn computer vision engineering from a laptop which has 4GB RAM and intel R HD 520 graphics card ?
@@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 .
such a great video.
thank you
Hi will the car counter project work with trucks and motorbikes also ?
Amazing course but as newbe have a question, I tried to make 1st project but im still getting List Index Out of Range error, is this problem of latest versions of all extintions? Everything works fine if CurrentClass == 'car' but when I try to add 'truck' everything crashes.
Great video Murtaza. I've watched it a few times now and think I understand most of it :-) . My windows PC isn't fast enough for this and it doesn't appear to be compatible with running it on the GPU either. Would you think a n ESP32 CAM or Raspberry PI cam set up could run this in real time ? Thanks again fella...
You amazing!!!
thank you, hope you make more courses on YOLOv8 like this, wish you a lot of health and happiness
had you encountered error installing lap package
@@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
@@skripandthes Which version
@@SwastikSaha1204 Python 3.9.9, but you can ignore the lap package because it was never used in this course
For those who can't find images zip- just snip photos from screen. Working
Is people counter project work on real time cctv camera?
thank you!
Hi Murtaza, do you have the same example for Raspberry pi, or can we upload the same code on Raspberry pi
Hi There, I have problem of installing lap 0.4.0, hopefully someone can help. Much appreciated
hey, i solved this issue. go through chapter 7 in the video and install visual studio the same way he does. that fixed it for me!
Wow it's is amazing job 😮❤
brilliant🤩but i have a doubt ,how can i use gpu with Amd graphic card?
sir how to do Vehicle counting based on classification??
Useful tutorial, thanks @murtaza. I truly wish the other courses were little inexpensive, so that we can learn from you.
Hi Murtaza, I am unable to install the lap package and the error says its not a pip issue. A little help here please?
im not skip ad :) thanks
thanks sir
Best video on yolo , awesome
Can anyone help if I want to crop the detected objects and save them in a directory, is there any function for it in Yolo?
Facin problem in webcam it shows Sentry is attempting to send 2 pending events waiting up to 2 sec
Sorry, but what are weights that u mentioned in chapter running yolo?
Im new to program so these stuff are kinda new to me
I am using python 3.10 but I am not able to download lap library , can someone help me ? or maybe it is not just compatible?
The Version you pick on the cuda website is the windows version, not the cuda version
Awesome tutorial! tnx a lot
In this video full code is explained and given or we have to buy code