Object detection using YOLO v4 and pre trained model | Deep Learning Tutorial 32 (Tensorflow)

Рет қаралды 189,131

3 жыл бұрын

In this video we will use YOLO V4 and use pretrained weights to detect object boundaries in an image. The model was trained on COCO dataset using YOLO V4.
Watch this to understand how yolo algorithm works: • What is YOLO algorithm...
Windows setup instructions: github.com/AlexeyAB/darknet#h...
Above, I was getting errors when I used .\build.ps1 command but using following command instead worked:
powershell -ExecutionPolicy Bypass -File .\build.ps1
Make sure you are installing a compatible version of CUDA. For me it was CUDA 10.1, when I installed 11.x version I was getting all kind of errors so had to downgrade it to 10.1 Based on your system you might have to use a different version
download yolov4.weights from github.com/AlexeyAB/darknet#h...
COCO labels:
tech.amikelive.com/node-718/w...
YOLO research papers
YOLO v1: arxiv.org/abs/1506.02640
YOLO v2: arxiv.org/abs/1612.08242
YOLO v3: arxiv.org/abs/1804.02767
Do you want to learn technology from me? Check codebasics.io/?... for my affordable video courses.
#objectdetectionusingyolo #yoloobjectdetection #yolov4objectdetection #yoloalgorithm #yolov4 #yolodeeplearning
🌎 My Website For Video Courses: codebasics.io/?...
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❗❗ DISCLAIMER: All opinions expressed in this video are of my own and not that of my employers'.

Пікірлер: 108

@codebasics 2 жыл бұрын

Do you want to learn technology from me? Check codebasics.io/ for my affordable video courses.

@raghavendrakesari337 Жыл бұрын

Waiting for the video for custom image detecting model sir..please upload it

@md.golamrasul9805 2 ай бұрын

Bro, you are a gem. I followed all the videos in the deep learning series till this one. It really helped me to revise the deep learning concepts clearly. Thanks for putting this here :)

@nayyershahzad8051 3 жыл бұрын

Hats off to a great teacher!

@andreasaa2563 2 жыл бұрын

Thank you so much for the video. Quick question; let’s say you want to train the model you used to now also include hammers. How would you go about that?

@amrutahingmire9360 2 жыл бұрын

Thank you Sir. It helped me very much!

@codebasics 2 жыл бұрын

Glad it was helpful!

@amitdutta3875 3 жыл бұрын

will there be any custom image classification YOLO v4 project?

@abdulwarissherzad9914 3 жыл бұрын

Good jobs, Thanks it help me much.

@krishpatel7499 3 ай бұрын

Thank you for this great explanation, easy to understand and follow through. I had one question though: Can I do the compiling and stuff on PyCharm ? Or maybe online compilers ?

@kollurisharada5102 2 жыл бұрын

Highly Informative

@darkerzyeow3628 3 жыл бұрын

I'm having an error where I could not find the path of share\darknet, any idea how to solve this issue? :/

@ajaynegi6278 Жыл бұрын

for installing vc package , do we need to install Visual Studio first?

@mukhdarmustafa3727 2 жыл бұрын

if stuck 608 x m608 create 6 permanent cpu-threads on google colab at the final stage of the tutorial that you uploaded, how do you solve it, bro? Please Help.. Thank you

@ravinder_paspula 9 ай бұрын

Sir can we use yolov4 for medical image captioning .., amd can you suggest me which websites provide medical imagedataset with reports

@yeongjong9395 2 жыл бұрын

Thanks for the video. It helps me a lot. However, I have a question here. If let’s say I have a custom dataset containing non-common objects i.e., shipping containers, and wanted to use the YOLOv4 pre-trained model (which was trained on the COCO dataset) to train on the custom dataset, but only required some classes from the COCO dataset, such as person, cars, would that be possible for transfer learning? or should I train it from scratch? Thanks.

@AliHassan-ip8gv 2 жыл бұрын

did u find a way to do this?

@arshanabbas4341 Жыл бұрын

Has anyone tried this?

@arpithaupd 2 жыл бұрын

Thanks for the amazing session, wanted to know if YOLO can be used for dataset containing medical x-ray images too? Thanks in advance

@AkashNegi-ew2vp 7 ай бұрын

have you tried yolo on x-rays?

@dworld0203 2 жыл бұрын

Hello everyone, I want to ask one thing. I may use for detecting buildings?? I have data but I never used Yolo recently

@haroucheriadh8542 2 жыл бұрын

Hello, I just have a question Is GPU Nvidia gt 840m compatible for yolov4 ?????

@mayurrathod3713 2 жыл бұрын

I have AMD Radeon graphics Card on my laptop , what should I use instead of CUDA

@hassinijalil5533 Жыл бұрын

Hello sir Thank you for the explanation , i have a question , i use google colab i must install darknet and cuda or no i d'ont know how it work in colab i hope to answer me because i have a project in university Thanks in advance .

@vishaldas6346 3 жыл бұрын

Hi Dhaval, I think at 12:08 you are referring Scores with IOU(Intersection over union).

@sachinkumar8622 Жыл бұрын

thank you so much sir it help me very much. one que sir, where we get all the ppts which you teach please tell sir it is very useful for me.

@aayushgore4545 Ай бұрын

Fantastic bhai! 🎉

@demonslayer1162 2 жыл бұрын

I love you! Thank you!

@nilakantas5153 3 жыл бұрын

Thank you sir

@MrBemnet1 3 жыл бұрын

you have so many tabs opened up . my laptop will crash if I do that . what is the name of the computer you are using?

@jayasri-ft8040 2 жыл бұрын

So nice sir. Really i have impressed. I have doubt. In bunch of ants say 100. can we capture individual and fix the number for them as Aunt_001 upto Aunt_100. If some aunts are gone into nest (out of our frame). After some time some aunts came out those who were entered nest. Here. 1. Can we able to identify which aunts in terms of Aunt number gone into nest, as well as which all are came out from the nest. Is it possible sir. Can we fix permenent identification number for every aunt? I appreciate your reply and eagerly waiting for your answer. Thank you.

@Arjun147gtk 3 жыл бұрын

How to completely uninstal cuda 11? Would like to have the link og cuda 10.1 and the cudnn as there are several versions of it and

@merveozdas1193 2 жыл бұрын

Can we classify the directions of an eye with yolo?

@69aniketyadav89 Жыл бұрын

ERROR : FileNotFoundError: Could not find module 'darknet.dll' (or one of its dependencies). Any suggestions?

@prasannan-robots 3 жыл бұрын

Waiting for this

@RhinoStar0 3 жыл бұрын

SO WHERE IS THE TENSORFLOW PART?!?!?!?!?. Anybody can follow the instructions on the Github page!! Good job mate, pat yourself on the back before you go to bed tonight.

@nitinsahu5513 2 жыл бұрын

Hi dhaval sir, can you please explain how would we be able to perform the same steps on MAC with M1 chip??

@ujjwalraj9546 10 ай бұрын

Please suggest some resources to understand yolo in depth. The algo and all.

@pratikk4348 5 ай бұрын

for detecting object from python code , i have to do following steps ? . chatgpt tells me only download yolov3 weights thats enough ...............

@ariouathanane Жыл бұрын

Hello, thanks a lot for your videos. please explain us the RCNN, fast Rcnn and faster Rcnn...

@aloksharma144 2 жыл бұрын

Sir it would be a great help if you could help me out with training yolo on Pascal Voc format dataset?

@yashrajdeshmukh6759 11 ай бұрын

If I have an AMD Graohics card then how will I use GPU OF CUDA It doesn't support. Any other alternative please suggest?

@romesh1832 Жыл бұрын

I am getting this error CMake Error: CMAKE_C_COMPILER not set, after EnableLanguage, how do I solve?

@anuragthapa1395 2 жыл бұрын

Is NVIDIA GPU a requirement for installing CUDA?

@hamzanaeem4838 3 жыл бұрын

You should also do with some custom dataset detection

@rb4754 7 ай бұрын

Good jobs...

@tengineer1453 6 ай бұрын

thank you

@tlmyasirs 2 жыл бұрын

vcpkg install error "Error: 'install' requires 0 arguments, but 4 were provided."

@darthdaenerys Жыл бұрын

its just such a headache installing this. I started thinking that I would learn yolo stuff. But here comes clone, install visual studio, deal with cmake compiler errors, search for solutions and it goes on.

@andihaki 3 жыл бұрын

If we want to detect face expression (sad, mad etc) can we use Yolo? Any suggestion what step or things I should learn to implement it?🙏

@adityanjsg99 11 ай бұрын

You may... you have to train the model on your dataset (dataset has to be plenty) Better use Haar Cascade classifiers

@mathewsjoy1572 2 жыл бұрын

nice video

@sheheryartanveer6619 3 жыл бұрын

when you post another video in which we trained our own model of object detection

@hinainam5037 Жыл бұрын

Hello sir can i run yolov4 for 300 epochs???

@divyakhiani1116 2 жыл бұрын

I have an Intel Graphich HD 520 on my laptop, and I am facing issues to install CUDA. Is it possible to do it ? Or they are not compatible. If not, then is there any work around. Please guide. Thanks in advance

@dr_jaymz Жыл бұрын

CUDA is specific to NVIDIA GPU. However, you can use GPU in various cloud implementations, then the hardware is server side.

@sakethgupta9047 2 жыл бұрын

CMake Error: CMake was unable to find a build program corresponding to "Ninja". CMAKE_MAKE_PROGRAM is not set. You probably need to select a different build tool. CMake Error: CMAKE_C_COMPILER not set, after EnableLanguage CMake Error: CMAKE_CXX_COMPILER not set, after EnableLanguage i am facing this error can anyone plzz help me

@joe8ones Жыл бұрын

did you solve this?

@pavithralakshan5336 Жыл бұрын

did you solve this??

@RafiKhalil 3 жыл бұрын

Sir, please make videos on CNN architecture, please.

@danianiazi8229 3 жыл бұрын

Sir if we don't have gpu? I want to know how we can use yolov4 trained model with flask for web application i have trained my model on colab on gpu as i don't have gpu setup on my pc but i want to build a web app of yolov4 with flask can you guide me

@aadityagupta5776 6 ай бұрын

any suggestions what to do i want to do the same thing

@danianiazi8229 6 ай бұрын

@@aadityagupta5776 do you have Nvidia? Gpu activate krwana prta hai

@aadityagupta5776 6 ай бұрын

@@danianiazi8229 nahi ha yar tabhi to pucha colab ma bhi bahut time lagra

@danianiazi8229 6 ай бұрын

@@aadityagupta5776 mainy boht try kia tga but gpu waly model require gpu, dosra version check krlo through anaconda. Saal hogye 😅

@sakethgupta9047 2 жыл бұрын

CUDA Error: no kernel image is available for execution on the device Can anyone please help me wid this error

@raghavendrakesari337 Жыл бұрын

Waiting for the video for custom image detecting model sir..please upload it

@muhammadahsan7414 2 жыл бұрын

Sir, please make video of using YOLO on custom Dataset

@dilipkumar2k6 2 жыл бұрын

Can you please make video on YOLOR?

@amitdutta3875 3 жыл бұрын

can you make a video on tf object detection API??

@sushanttiwari5608 2 жыл бұрын

can you make step by step process for the complete yolov4 installation, cmake and visual studio not working properly

@siddharthsingh2369 2 жыл бұрын

yes it's very much required i am also not able to install yolov4, saw multiple videos but sill not working

@Arjun147gtk 3 жыл бұрын

Video not even premiered and there's one dislike.😓 Should learn to appreciate one's effort for the welfare of others.

@codebasics 3 жыл бұрын

ha ha I never understood those dislikes before the video is live :)

@ravindrasaini4893 3 жыл бұрын

@@codebasics I think people are unhappy because this quality of tutorials are free of cost😁.

@developmentwithtariq 3 жыл бұрын

make video on implementation of yolo for custom dataset

@Arjun147gtk 3 жыл бұрын

Sir please make a video on how to add or use coco as well. I tried to use yolo on system.

@codebasics 3 жыл бұрын

okay, point noted

@ZakaUrRehman-kw6gk Жыл бұрын

Sir, I followed all your steps but when I gave the image path nothing happen it does not work.... kindly help me

@roopasushmavanapalli3075 Ай бұрын

Sir can you help me in this project

@chanelmalith 11 ай бұрын

nice

@v1k1ng43 2 жыл бұрын

Feedback: reduce the artificial sharpening on the videos.

@charansai9809 2 жыл бұрын

sir ..... unable to setup yolo tried every method and everytime got errors and tried different solutions still cant setup yolo 🙏

@siddharthsingh2369 2 жыл бұрын

same here i am also not able to install yolov4, saw multiple videos but sill not working

@sumanth_g 3 жыл бұрын

Waiting for to build custom model

@veyselaytekin8734 Жыл бұрын

@RaselAhmed-ix5ee 2 жыл бұрын

sir can you help me regarding my project its urgent please

@izharkhankhattak 3 жыл бұрын

Helpful. By the way, why are you breaking the machine? Mery ko dedo. Just kidding.

@artificialintelligenceengi6125 3 жыл бұрын

I want to purchase a laptop for these kinds of tasks. Please suggest to me any laptop.

@work-dw2hl 3 жыл бұрын

core i7 or i5 8gb ram and ssd

@user-ne4ye3of7i Жыл бұрын

Is it still worth learning yolo?

@codebasics Жыл бұрын

Yes

@tachyon7777 Жыл бұрын

Why would you torture yourself doing this on windows. Otherwise, great channel.

@rudralakhani9826 2 жыл бұрын

Sir please make an updated video on YOLO.

@siddharthsingh2369 2 жыл бұрын

yes it's very much required i am also not able to install yolov4, saw multiple videos but sill not working

@rudralakhani9826 2 жыл бұрын

@@siddharthsingh2369 I used YOLOv5, its pretty ez to use yolov5 but it uses Pytorch

@siddharthsingh2369 2 жыл бұрын

@@rudralakhani9826 yes i used it later now it's working fine

@chanelmalith 11 ай бұрын

Ең жақсы KZfaq

Object detection using YOLO v4 and pre trained model | Deep Learning Tutorial 32 (Tensorflow)

Пікірлер: 108