How AI Helps Autonomous Vehicles Perceive Intersection Structure

  Aufrufe 20,815

NVIDIA

Vor 7 Monate

Handling intersections autonomously presents a complex set of challenges for self-driving cars. Earlier in the DRIVE Labs series, we demonstrated how we detect intersections, traffic lights and traffic signs with the WaitNet DNN. And how we classify traffic light state and traffic sign type with the LightNet and SignNet DNNs. In this episode, we go further to show how NVIDIA uses AI to perceive the variety of intersection structures that an autonomous vehicle could encounter on a daily drive.
Read more: nvda.ws/2ZORnPc
Watch the full series here: nvda.ws/2ZJgVx9
Learn more about DRIVE Labs: nvda.ws/36r5c6t
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KOMMENTARE
Mathematica Vlogs
Mathematica Vlogs Vor 2 Monate
Why not make a neural network for video editing?
ANDROID PLAY NUGGET
ANDROID PLAY NUGGET Vor 4 Monate
Damn she's cute :)
HatGuy
HatGuy Vor 4 Monate
Why are all almost all the Comments in Nvidia Videos deactivated ?
Bill Gates.got.ripped
Bill Gates.got.ripped Vor 4 Monate
Tesla trumped this YEARS ago already with their custom AI deep learning chip. NVDIA are behind with their self driving deep-learning database AND with actual modules installed in cars. I'd rather just play the drinking game than listen to some company behind by ~5 years in this tech area.
Tr1ckSh0tSn1per
Tr1ckSh0tSn1per Vor 4 Monate
I’m actually mind blowned
eSKAone
eSKAone Vor 6 Monate
This just shows how phenomenal our brains really are, but we also have almost two decades of experience (with no second chances in case of fatal failure. Other than a computer. So there is great motivation of learning.) in navigating this world.
FlikM
FlikM Vor 6 Monate
Intersection Intersection Intersection Intersection
Mitch Hinrichs
Mitch Hinrichs Vor 7 Monate
I have an idea but not the resources. NVIDIA. If you read this. I love your work and wish to inspire an idea. An idea as old as human beings themselves. Why do we make animals understand us and learn to understand how we communicate? When our ancestors. Shamans. Learned how to understand them. I know people are experimenting human animal comprehensive communication. But now we have AI to learn how more precise and less time constraints. I put forward a proper idea worth funding and SUPPORTING. Our most ancient ancestors were prevalent in many language and understanding of a lot of things. Animals being one of those things. They lived beside beasts and yet far more successfully than ourselves. Without a doubt forever confirming that they were more creative than we are now. So I ask of you NVIDIA. Set up a group of people willing to go head first into this. I don't have money or machines. I have Chihuahuas. But I already understand what they say. However. Some animals such as wolves, bears, Lion, tiger dog and cat and reptiles and everything else has a way of communicating. We should better ourselves in learning how to understand them. We are all on TERRA FIRMA HERSELF as earthling. We should better understand each other. Please? I truly believe that we could learn so much from animals. How they feel and react in the wild and at home pets and animals. Everything speaks. But we only hear humans. 😿
Metallus
Metallus Vor 7 Monate
AYYMD is BETTER
andri joosep tamm
andri joosep tamm Vor 7 Monate
May i ask what is the best nvidia cash/performance pc or graphics card from nvidia, because i have a very limited budget.
Facundo Simón
Facundo Simón Vor 7 Monate
I am like AMD RADEON 😈
Peter nvt
Peter nvt Vor 7 Monate
Is this the future? Those prediction lines are so accurate.
ExtreamEarth90X - Roblox
ExtreamEarth90X - Roblox Vor 7 Monate
My NVIDIA GeForce 410M is still the best thank you NVIDIA for making an awesome graphic cards I loved it!
Kerem
Kerem Vor 7 Monate
Where is RTX 30 series
NyWoo
NyWoo Vor 7 Monate
NVIDIA PELA MOR DE DEUS LANÇA GEFORCE NOW PRA 32 BITS POR FAVOR thanks.....
NickJayr TV
NickJayr TV Vor 5 Monate
i know Italian,you said for the love of God, launch GeForce Now for 32bit systems? if that so,buy a New cpu
NickJayr TV
NickJayr TV Vor 5 Monate
uh?
Mitch Hinrichs
Mitch Hinrichs Vor 7 Monate
I appreciate the tech. But I have a huge huge huge favor. Push this through to a CO. POLICE THE POLICE! THIS CANT STAND ANYMORE 😭 THIS BATTLE WE ARE UNDER. POLICE ABUSE THEIR POWER ABOVE CITIZENS!! ITS NOT EVEN FUNNY AT THIS POINT AND IM BECOMING FED UP WITH IT AND I WANT POLICE ROBOTS BEFORE 2023!! TESLA , NVIDIA, GOOGLE! GET ON THIS PLEASE!! TODAY!! PUSH FORWARD THE IDEA UNDER A PARTNERSHIP. 30% OWNERSHIP TO EACH OF YOU AND 10% FOR INVESTORS AND SHAREHOLDERS OPPORTUNITY. NEVER LETTING MORE THAN THAT GO. DONT EVER ALLOW ANYONE TO BRIBE YOU INTO AGREEMENT OF ANY KIND. NO ONE SHOULD BE PLAYING POLITICS WITH POLICE AND INNOCENT CITIZENS LIVES AND LIVELY HOOD. TESLA HAS THE BATTERIES. NVIDIA HAS THE A.R. AND DIGITAL TRACKING. AI. FACIAL RECOGNITION SITUATION ASSESSMENT AND MORE. GOOGLE HAS GPS TRACKING. GOOGLE HAS PROFILE INFORM. INTEGRATED TECH WITH VERITABLE COMPUTER COMPANIES MANUFACTURING AND OS. GET G.E. SAMSUNG. 5% EACH FOR PROCESSOR BOARDS. AND SCREEN INLAYS FOR CAMERAS. AND THIS CAN BE USED FOR REMOTE ACCESS. THIS NEEDS TO BE DONE ASAP. GET ON IT!!
xybolt
xybolt Vor 7 Monate
That is an interesting addition to the driving AI. The person/team that have thought at this are doing good work. I am kinda convinced. However, three questions remains: 1. How is it being determined if a road is "non-driveable" or "not-accessible"? What about specific lanes? There are emergency-specific lanes, bus-only lanes, taxi-only lane. Those are easy to solve. But what about car-pool lanes? It is only usable if you are car-pooling. 2. There is a concept in USA that I did not have seen before: "peak hours lane" (not sure if named correctly). Imagine a road with three lanes. During the morning, the first two lanes are reserved for people going into the city and one for going away from the city. In the evening, the middle lane gets changed: now you have one lane for going into the city and two for going away from the city. It is a simple concept to optimize the road use during peak hours in the morning and evening where people is going to commune respectively to work and to home. I believe that you have add an additional support to determine if this road become accessible or not. That would be an interesting problem to figure out a good solution for. I need to learn more about DDN. Is that an abbreviation for "Data Direct Network", right?
SCP-682
SCP-682 Vor 7 Monate
WHY REMOVE PUBG FROM GEFORCE NOW
Yasir Abbasi
Yasir Abbasi Vor 7 Monate
i have quadroo 6000 graphic card with t7500 maching but when i installed premiere pro cc 2020 its required latest graphic card driver kindly any one who know the solution of this problem plz repy
andri joosep tamm
andri joosep tamm Vor 7 Monate
Update driver
Timmy
Timmy Vor 7 Monate
I don't see a point to this technology, why use roads, when you can use rails? The people future will probably not be using cars. It will probably all be on rails.
oof Gordy
oof Gordy Vor 7 Monate
@Timmy Also it will increase how much cargo we can move by semi.
oof Gordy
oof Gordy Vor 7 Monate
@Timmy 3 million people are injured a year in car crashes and in a few years ais will be far better at driving then us lowering that number greatly and eventually to 0.
Timmy
Timmy Vor 7 Monate
@oof Gordy Whats point of Ai when you already have human in the car? It's pointless. The probability of screw up by Ai is high. The technology revolves around sending taxi drivers and bus drivers to the unemployment queue.
oof Gordy
oof Gordy Vor 7 Monate
We won't see all road become rails in our lifetime and probably not ever.
oof Gordy
oof Gordy Vor 7 Monate
It would take decades to make all road and paths rail and cost a insane amount of money. self driving is definitely the way to go by far way cheaper and can be done way way sooner.
Vde Anônimo
Vde Anônimo Vor 7 Monate
Geforce now in Brazil please ;-;
Chess
Chess Vor 7 Monate
Autonomous vehicles won't be mainstream until 2040 atleast, pointless really.
hanzo hasashi
hanzo hasashi Vor 7 Monate
Why Tesla is holding up a planet in the back
Kalki Bahavan
Kalki Bahavan Vor 6 Monate
Lol
Andro Id
Andro Id Vor 7 Monate
Uh.... Que tecnosensual.
Jack Headroom
Jack Headroom Vor 7 Monate
I'm in the wrong business!
Gabby Tech
Gabby Tech Vor 7 Monate
looks really cool, ;D
ik ben goed
ik ben goed Vor 7 Monate
But can i run Belgian roads???
xybolt
xybolt Vor 7 Monate
The belgian roads are fairly simple to use for cars. There are not much variation. Also the AI is being "advised" by multiple sources, this is one of them.
Ou8y2k2
Ou8y2k2 Vor 7 Monate
I suppose most of the streets in my city would have to be "inferred". 😁
Hector Domino
Hector Domino Vor 7 Monate
Those Glasses... (Alright Alright I'm Out!)
Complexity
Complexity Vor 7 Monate
Bulma glasses
Geodez_y
Geodez_y Vor 7 Monate
Watch Dogs it's really, поэтому нужно не дать им объединить всех в единую систему!
Begin Transformation
Begin Transformation Vor 7 Monate
Destroy this technology before we are enslaved as the CCP does their people!!
Yang Li
Yang Li Vor 7 Monate
The narrator is charming.
swafsal
swafsal Vor 7 Monate
She looks like emily willis🥺
Yorgarazgreece
Yorgarazgreece Vor 7 Monate
Lets play the drinking game. Every time she says intersection, have a shot..
spooky electric
spooky electric Vor 7 Monate
I regret pregaming this video.
kwiky
kwiky Vor 7 Monate
2 in 15 sec
Sheppo
Sheppo Vor 7 Monate
promising. Is this is a specific use case for intersections such as cross roads along the same route the car is going? I ask, as it missed joining road intersection at 1:06.
Awismrit Parida
Awismrit Parida Vor 7 Monate
*I wonder if Nvdia uses OpenCV or something else...🤔. One more doubt; the DNN's used are totally custom built or help from some deep learning framework is taken ?*
Bryce Ferenczi
Bryce Ferenczi Vor 7 Monate
I'm sure they assemble things from a cohort of libraries, like everyone does (including me), why reinvent the wheel when you can build on top and extend it instead?
Presant Murugaiyan
Presant Murugaiyan Vor 7 Monate
Worth Intelligence ! What If digs & pits and also Thrones & spikes were breached over the roads ?
UnknownEvent
UnknownEvent Vor 7 Monate
We dont give a sack of potatoes.. u are not building for us.. u are building for them, we will loose jobs, they will get richer.. so bla bla all u want i will see all of u at the boogaloo.
S K
S K Vor 7 Monate
You reading my comment Nvidia
Señor Risgaard
Señor Risgaard Vor 7 Monate
Release the RTX 3000 Series :D
Utsav
Utsav Vor 7 Monate
Can is get a pc sponsor for Advertising Nvidia in Indian
Moving Forward
Moving Forward Vor 7 Monate
Thank you Frontline workers from NVIDIA.
Kubush
Kubush Vor 7 Monate
Nvidia doing big things!
Utsav
Utsav Vor 7 Monate
Nvidia is best
PRIYANSHU PANJA
PRIYANSHU PANJA Vor 7 Monate
Nvidia is best
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