I tried to code a TRAFFIC SIGN ML MODEL in 15 minutes
ฝัง
- เผยแพร่เมื่อ 9 พ.ย. 2022
- Trying out something a little different for Code That this week...Voice Over Nick has entered the chat. Anyway, this week we're building out very own Traffic Sign ML model using YOLOv5....all in 15 minutes.
You'll get a blast fast walkthrough of how to download and convert Pascal VOC annotations to YOLO format and how to apply them to a Kaggle Dataset using Yolov5 and Python.
Hopefully you enjoyed this video.
🤖 Get the CODE: github.com/nicknochnack/StopSign
💼 Find AWESOME ML Jobs: www.jobsfromnick.com
Oh, and don't forget to connect with me!
LinkedIn: bit.ly/324Epgo
Facebook: bit.ly/3mB1sZD
GitHub: bit.ly/3mDJllD
Patreon: bit.ly/2OCn3UW
Join the Discussion on Discord: bit.ly/3dQiZsV
Happy coding!
Nick
P.s. Let me know how you go and drop a comment if you need a hand!
#machinelearning #codingchallenge #react #javascript - วิทยาศาสตร์และเทคโนโลยี
love your tutorials. thanks to you i got started on ML for my engineering projects on school.
I like your way of teaching, creating more interest to understand many topics,
Hands off to your brain, knowledge and dedication
Hi Nick! Love your videos! I'd like to ask you, will you be making a video on how to best structure a ML/DL project and repository? I think this kind of 'meta' stuff would be really useful and there aren't many online who talk about it!
It would be very cool if you could build a rudimentary full stack self driving model for a car with object detection and sign detection.
In 5 minutes lol
My first project that I did back in 2017 i guess was road sign detection and recognition... After watching this it felt nostalgic... 🤣 Thank you so much Nick 😁
Another great job. I think you can comment the video steps after it is made, explaining the program.
Awesome stuff 👊👊 I liked it better when you talked because its cool to hear your thought process while you are coding. Perhaps increase the time limit to 20mins while talking, idk 😅 (i know that the results of the poll were no talking ,but still it feels more captivating when you do imo 😉 )
I agree, honestly it felt like more effort to do the voiceover as well. Not all that concerned about the time limit, I figured I should just try it out, I think next week we’re back to the old school way of doing it!
@@NicholasRenotte noiceeee 👌
I think voice over Nick just needs some training. Explaining more like what coding Nick is doing. Like this 320 is figure size ... Like a sport commentator explaining for noobs . Coding Nick was more in the challenge. It felt more like he was trying to beat the clock .
As always ---> AMAZING !!!
Hi Nick,
Love your work, I have a question regarding Object Dection videos like this, basically how would one go about performing an action after recognizing a particular sign/animal/object/etc...
say if you detect a stop sign, perform a function.
could anyone point me in a direction of where to go once you have your model running to do this?
Cheers
a pleasure being here
Love your videos alot, but i have question, can i use my amd graphic gpu on tensorflow for training?
Thnanks
Voice overs are so good
Please do it. Make the self driving car model! 👀🙏🏾🔥
Hey Nick,
It would be cool to see an implementation of various XAI techniques on some image classification stuff like Lime/DeepSHAP and see is it actually good or not. Possible vid in there somewhere?
Beautiful work as always
but in all your videos in detection part you're always using pre-trained models like Yolo, mobilenet and vgg
is it hard to build one without using them?
I search for it but no one explain the concept clearly.
Thank you for all your work
Noice bro
I love your coding skills
Increase the time limit to 20mins and please talk
So that it can save the time fro you doing the voice over thing....
Btw it was awesome!!!
You should consider selling your own course. I would def buy it!
These videos are insane and very usefull
Yet another great video. Definitely prefer when you "live" comment your progress tho :)
Good format! More time to do something impressive this way..
Hey man, I am curious. What VSCode theme do you use?
Hi nick hav a question Iam interested in cyber security, ai/ml/data scince, can I go with any one after finishing one course
Great video.... 😎😎
Yo team, let me know if you like the new format. AKA me not talking live and doing more of a voiceover instead!
No. Nicks... When you talk and explain.. it is better to understand and learn the concept...your expression creates excitement to watch the video till the end...
Keep the conversation ON. 🙏🙏
Can u make virtual dressing room using augmented reality concept and deep learning
I would like to see the old format and a little bit longer, explaining more stuff while the process I really think 15 min isn't enough probablly doing a post explaining after the code would be super nice!! thanks a lot for your effort and content Im learning a lot!!
hey.can you explain about data location. are we need to copy our data set in yolov5 data folder.please explain
I missed you been explaining the code.
Thanks Nick, I'm going to see if can do this challenge without Google search
Hi Nick this is really useful. After getting the final prediction from random image how to get the location of that image?? The bbox location. Kindly help. Coordinates of the predicted bbox coordinates and how to take that as txt file. Kindly help
Hey nick... I build a resume parser that are showing me skills ,names , mobile number, email , yoe but sometimes like when i put different formats of resume it's doesn't give good results i have train also with spacy model but still it's not working properly can you make a video on this or just give directions
Can you draw attention on signal modulation detention using deep learning
can this code be repurposed to detect sharks teeth on the beach?
Hi i need help when trying to train a model the lose coefficient is nan for each epoch and the model itself is not doing very well
i have error : Couldn't find program: 'bash' . can you help me fix that
How can I connect this code to my phone cam ? So everytime I film a sign this program will tell me what it is
Nicholas, what's the best way to get help or input from you on another video?
Another cool video! Was wondering if you have any plans to make another day in the life video? 🙏🏽
Btw in your code, where was the part where you froze all the layers in order to not train the whole model?
i'd be cool if you built a complex self driving model that could work on the road, something with ADAS
How you downloaded file named kaggle in your laptop? bcz I downloaded it doesn't contain any code
Can you make a video on ML and DS setup on Macbook M1, it will be really great!
please make the video on GNN
Sir, can you make a detailed video on how you set up your jupyter notebook and everything because me and my fellow developer's friends follow you and we have a hard time how just setup or notebook from scratch.
Hey guys at 2:00 Nico adds a kaggle file into the notebook do you know what is it about ?? I have errors about not having the kaggle.json file and maybe that's it...
I hv the same error
Voice over is too good, I have doubt can we deploy it raspberry
man you are amazing😅
can you make virtual keyboard by using ml
and here I am struggling to finish my image classification homework
fire 🔥
Where to write preprocessing code ?
I need a soucre code python of estimation humain speed and number of steps
Bro pls make vedios on Seaborn Sklearn and matplot lib
Can u build a virtual dressing room using augmented reality
bro please upload new video for cuda installation
Hi man,
loved the video.
just have some questions well more like guidance
I'm trying to implement the object detection only on speed limit signs where I need to train the model to detect and read the speed limit on the speed signs. No other sign is required. Can you guide me through this?
can you make a video of detecting two hands that overlap and cross each other while making movements similar to hand washing??? please🙏🙏🙏🙏🙏
with raspberry
Hi Nick! I hope you can make a video on how to use OpenAI GPT-3 API for trading bitcoin.
Can you do some basic adult chat thing in python that uses AI?
NOOO.. why change the video walkthrough format? please keep the video like before, when you code and explain at the same time