Self-Driving AI Car Simulation in Python 

It is important that you install the module neat-python and not neat if you want this to work on your machine!

as a beginner in python these kind of things is the one I want to be able to do

cant wait for ya to soar above where you belong, you really do the hardwork

It would have been interesting to see how cars trained on one track can do on another, basically, how your model generalises. Otherwise, this is an exercise in overfitting.

I did an autonomous driving car project with the simplest trach but failed miserably . This idea of NEAT was very new to me and it is just very interesting . great video 👍🏿.

You're absolutely legend, you are future big channel

Glad, I didnt bunk my Soft Computing Classes and I literally understood this video in the first time!

When an AI video almost sounds like a interesting scary story too! More!

you videos are just top quality tbh , always amazed by your work . Keep it up and i hope you make it big !

Idk why people dislike this... Like... This is gold mahn. Gold

I noticed that all of your examples were trained from scratch up on each track. Doesn't this lead to overfitting the bot to the track? In other words, shouldn't a network that generalizes well be able to go from track to track with no further training required? Would training go any faster if you used bot models from the previous tests as the starting point for more complex tracks? Great channel btw. Hard to find really good tutorials at this level, and your's are definitely among the best. You do tend to skip some details for the sake of brevity at times though, and I would love to get more detailed insight, even at the expense of longer videos. It's all about the content Baby! Keep it coming! I love it! ❤️❤️❤️

This is such a cool programm! I downloaded it and tried it out and it worked perfectly good work!

This is so impressive, you got my sub

can you do a full depth tutorial?

The Intro is cool!

your channel is about to blow up bro

i think i have to say thanks for your videos. i did now understand how AIs do their training

Okay thats a great implementation and a great video, I only have 1 question, does this AI model remember the previous learning, like we trained it on a hard map, and the generation learned to navigate and completed the map, now the generate which was able to complete the map, can it run a single car through other maps, without training for that particular map?

neural networks are grate. there are so many implementations as well if it wasn't for there creation google's voice, amazon's alexa, apple's siri would not exist

I love this video, I’m a Junior Data Scientist but studying this would help me with self driving drones.

i would love to see this run with some freactal noise on the edges of the track and taking up the parts of the track

An eye-opener, thank you!

Your channel is fabulous.

Best Ones from RU-vid , thanks a lot !!

Please make more NEAT tutorials!

Great strategy to build the maps :)

I have an idea for a future idea you can use selenium to import webdriver open one of your videos and make it reload every 30 secs meaning you can get free views

Sorry, can you do a full depth tutorial? I really don‘t know how to do…

Great video, if you could do an explanation on the code someday that would be great because i'm having some trouble when its running (new in python)

Can i get those Slides???? You use to convey your Point of view

One node joined your Neural Network

Make a series on this pleaseeee!!

I really wanted to learn advanced machine learning, but didn't find any tutorials, which has the way you describe ❤️, thank you so much, a fan, no a hugeeee fan of yours

this is quite a neat tutorial

its working vey well!!! but how to resize it?? i changed WIDTH and HEIGHT here: screen = pygame.display.set_mode((WIDTH, HEIGHT), pygame.FULLSCREEN) but then it doesnt work...

Interesting. Thank you. Wondering if there is a way to save the learnt model and restart from the last training, without restarting from scratch?

I am trying to watch ads but someone disturbing me with forcing couple cars to finish his path

I build a similar thing, also modifying / mutating the weights of the best agent. What would be the reinforcement way to improve the network with backprop?

yo, man, that's huge..

Hope to see the tutorials

You have awesome content

new intro let's gooooo

May i know which environment you have used?

Amazing vid!

Can we get the code for the self replicating virus in python? Why is the video down I can't find it please help

I love your contents, can u make a chess game with a chess bot?

please provide in depth tutorial.

very interesting, as far I understand from the code, the speed of the car is a constant it doesn't change during the circuit. is it right?

Könntest du vielleicht eine Tensorflow-Serie starten? :)

its amazing video! thanks a lot

Hello. I'm trying to work on this project myself, and I'm at the stage of enabling the car to move in various directions. However, when I rotate the car using pygame by an angle that is not a multiple of 90 degrees, the shape of the car sprite changes and it doesn't stay in the same position. Do you know how I can rotate the car sprite without moving it?

pretty NEAT video

Your videos are very good, I expect you to add source code

What is the name of the song you are using in the intro?

next vid coding a universe with self aware life

Is lex named after lex fridman?

Will it uses it knowledge to the new maps? Or it should learn on the new map..

Hey, can you make tutorial video on this project. Pls

Good Showcase, please share the code

Wo this is awesome!!

From 2:50 to 3:35 it seems to talk about my origins. Lol.

Very good!

thank you so much

You are awesome. Can I ask you to work on a project?

Can this model perform with same accuracy on maps it was not trained on ?

great video but i kinda miss seeing your face

Hello, I need your help. I have installed all the necessary modules, but the problem is that the pygame window is not adjusting to my system display. I have tried several ways and I am able to toggle horizontally, but the vertical view is not complete. The horizontal view is also not adjusting but I can see completely when I move the pygame window.

Do you think is possible import the track using a STL?

Cool, Thx

amazing

Thank you very much! This one is very interesting. Please can you tell if, and if so where the learned data is persisted? I've started with map1.png again and in generation 1 I had one car passing the full course which is not possible without some knowledge / learnings I guess. I would like to control the neural network and "reset" it for my experiments.

Hi I am unable to run this code, could you please help me with this ??

Hello, i want to change maps, but i dont want to reset my progress, how?

im having trouble with the screen the race track is way bigger than the screen. cant move it or adjust it in any way. Got any suggestions?

Can you make a course for ML?

I got an error: config = neat.config.Config(neat.DefaultGenome, module 'neat' has no attribute 'config' any ideas? thx

⭐ Perfect! ⭐

I have downloaded this but when I try to run it, it says neat has no attribute to config in line 248

ai is best technology self driving car ai games vice city gta 5,ai drones,

Where to run it? What IDE? Beginner in python. 🙏

Thx_Very_Nice.

1st comment love ur vids

sir how to run a simulation after downloading the file

*So you wanna be a software engineer at Google?*

It kinda sucks that you removed the subdomain video

It doesn’t properly fit my screen

op 👌👌👌

bene , maa non avete commentato il listato di python grazie

plz make a tutorial on this

Привет из России, ты лучший!

New version of Tesla...

tuto pls :)

i want a tutorial

Man... watching this i notice this is not how humans learns to drive well, it would be nicier if the module take a turn mapping the road, and then calculate the best velocity to each part, instead of looking for what is 5 meters ahead.

CoollLLLLllLlLl

early

First one

Hey! Can we have a talk in Discord Or Email?

Short... Neet. LMFAO"