Lane detection using A deep learning model | hands-on tutorial
Вставка
- Опубліковано 8 сер 2024
- in this tutorial 🔥 we will use a convolutional neural networks model in order to automatically detect road lanes, we will do this in under than 40 lines of code making it the simplest lane detection tutorial out there so don't hesitate to leave a like and subscribe to the channel , i need your support .
🔗 links :
the files:
please put these files in one folder
www.mediafire.com/file/7ehd7a...
www.mediafire.com/file/w37qt7...
google colab :
colab.research.google.com/
💻 my services are available on Fiverr: www.fiverr.com/mouad2021
⏱️ TimeStamps :
0:00 intro
0:40 a bit of theory
2:00 work in google colab
9:48 work in your PC
13:22 outro
🏷️ HashTags:
#DeepLearning #LaneDetection - Наука та технологія
don't forget to leave a like and subscribe , thanks for watching .
do you know how to fixed problem at 9:04 ? it says 'Lanes' object has no attribute 'recent_fit'
@@amirulhakimi8862 use instance object from this class
thank you so much.really really great video! please keep it up :) subbed!
Thank you so much for uploading this video. This is so helpful.💙
Could you please upload the second part of this video as soon as possible, and could you also explain the already trained lane detection model h5 code?
Awesome work. Thanks for sharing. Could u make the 2nd part pls? I couldn't find through Ur channels👏
0:45 this is the best visualization I saw to explain how cnn works!
yeah, i thought so myself, a very cool visualization.
Thanks so much … great video and explanation
thanks.
Nice video , when will the second video be uploaded?
where is the second video? thank you
Interesting man! Can you pls upload the 2nd part? Eagerly waiting for it.
Second part link
hi, how ı train my own model for lane detection specifically for your code ?
thanks in advanced!
hi,nice video can u modify the noise occured during output.
hi!
what changes should i make if i am going to run it on a camera with live feed
the code executed fine and the output video file was generated. but when i played the video the lanes weren't marked with green color, or highlighted in anyway. It looked same as the input video. where could i be missed something ? i followed your code line by line . please help
Please let me know about when you plan to upload the next part
Also Thank you so much for uploading this video. This is so helpful.💙🤗
Could you please upload the 2nd part of this video soon, also can you explain the already trained lane detection model h5 code as well?
Please do reply
Sure I will
@@hobby_coding dear where is the code?
@@ansjaved3484 it's on the video
@@hobby_coding Can you share dataset with me?
Can you find the radius of curvature of the lane?
Hello, i am getting an error in the final code running, it says, "NameError: name 'Lanes' is not defined". Please suggest
2nd part? Thank you very much in advance.
How did you train the model?
Hi sir,
I am getting error at last part of code
'Lanes' object has no attribute 'recent_fit'
Plz tell how to retify this error'
Is it possible to use real time with raspberry 4b and tensorflow lite?
Thank you Sir for the video. I tried to run the code in the video install scipy version does not work
error in last part of the code
------>>road_lines not defined
how are you able to do it????
can you please explain the code? and when you will upload the second video of creating model
I don't need to detect a lane, just a line on an STM controller card. Don't need to install a lot of bloatware to do it either.
sir, I am getting an error in google cola
hi i really want to know how to i can create model 'h5'
Could u please upload the second video as welll
vid_clip = vid_input.f1_image(road_lines)
error : 'VideoFileClip' object has no attribute 'f1_image'
time : 9:04
what to do?
I'm not able to access VideoFileClip attribute or function in Moviepy. Anyone else having the same problem? If yes, what's a probable solution?
upload the second video plz
error occured when want to download this two files from mediafire
.any problem?
Nice video. What kind of model and CNN has been used here? Can you show how to train the model?
hi jun Chin, i'm currently making a video on this subject , stay tuned
@@hobby_coding is it out yet ?
Do you think using a Google Coral USB Accelerator with an SBC (ie Raspberry Pi 4) could make something that can process real-time lane detection?
Do it yourself
❤
Hi
May i use your lane detection model for a project at my university? Could you also send med the source code for the training of the model? Datasets would also be nice, but i seem to get relatively good results with the provided model. Only want the source code to be able to document how the CNN model was built.
I would be grateful if we are allowed to use your model and will credit you. This project will not be published in any way, it is just a part of the education.
Best Regards
Ørjan
Mechatronics, UiA Grimstad, Norway
Nice video! Do You have the git post? This works if it's intersection and no lane lines?
this was designed to work mainly on highways.
Thank you ❤️
You’re welcome 😊
@@hobby_coding I'm getting an error at 9:04
@@NarutoUzumaki-hu2rp did you fix it?
@@anhnguyenuc9609 yes. I did a small mistake their
@@NarutoUzumaki-hu2rp how do you fix it? can you tell your solution?
Could you please make this model run under latest python version? Scipy=1.1.0 is not getting installed under latest python versions.. I am using anaconda framework
Have you tried it iam unable to run it even in scipy 1.10 version
Hey if you got this comment please reply the scipy==1.1.0 is not installing can you suggest something please 🥺🥺
Hi, would like to know will it be possible to implement this lane detection algorithm on a real time live stream using a esp32 cam?
Hey is it working in real time or not??
Iam not able to install scipy .how to do it
Where is the next video you talked about fam?
What version of Python is this again
bhau tu ha video ka kelas
Hello, I am really hoping to get an immediate answer, can I pipeline this system of lane detection later on into my custom yolov5 model ? thanks.
the file contains the weights and biases of the trained network
@@hobby_coding I think my question wasn’t clear, I will rephrase it by saying:
I have an operating yolov5 model, I want to add to it a lane detector model, such that by using a web cam the output will be detecting both vehicles and lanes, is that possible ? Connecting both systems together ?
@@abdullahn3162 i never tried it , i never used yolov5 even , but what i know is that you can always fuse two data sources using a filter to find a more reliable estimation.
@@hobby_coding thank you for your very informative tutorial sir, I’ll try to find my way into this problem.
Best wishes.
Will it work for all road or my own video?
yeah it will work
@@hobby_coding how it doesn't work
Errors in coding
தயவுசெய்து தமிழ் வீடியோ போஸ்ட் பண்ணுங்க அண்ணா . இது my project title 🙏🙏☝️😭😭😭