Weather, wind etc. are all taken into account.
AirSim: open-source simulator for autonomous vehicles
41–50 of 57 posts
Re: AirSim: open-source simulator for autonomous vehicles
#42Earlier quoted context omitted.
It's good that it's open source then ;)
Good that autonomous driving companies won't pay me for my contribution to the software that underpins their R&D?
Re: AirSim: open-source simulator for autonomous vehicles
#43That looks interesting, but I wonder how accurate the flight behavior is when they are not including any atmospheric dynamics. The wind in the atmospheric boundary layer is characterized by strong semi-random fluctuations that arise from the turbulent interactions of the air with the surface. These fluctuations occur on scales both larger and smaller than a drone, so they should have a significant effect on its aerod…
Re: AirSim: open-source simulator for autonomous vehicles
#44Slightly worrying that the car simulation doesn't appear to have any cyclists or pedestrians.
Or pictures of people on the sides of sprinter vans. Or bikes on trailers on the backs of cars. Or pickup trucks stuffed to the gills with Lime scooters. Or...
Re: AirSim: open-source simulator for autonomous vehicles
#45Re: AirSim: open-source simulator for autonomous vehicles
#46Super cool. I've always been a big fan of generating synthetic training data. As long as you can degrade/distort the data to match real world conditions, you can have your cake and eat it to: accurate inputs with perfect automated labels. At my last job, we read the contents of receipts and parsed them for purchase information. I was really interested in working there, so I built a docker-based CGI receipt-generator[…
This is really cool! Nice work. Do you remember how you went about creating the original receipt generator? I'd be really interested in this kind of stuff without any ML/DL.
Re: AirSim: open-source simulator for autonomous vehicles
#47I just downloaded this last weekend! I’m trying to find a good simulator where I can import models generated with photogrammetry. I’ve been using a cell phone camera and OpenSfM + OpenMVS to make 3D models of real world environments, and I want to be able to run them in sim. I see this is built on Unity. In the past I tried UnrealEngine but it was such a big mess of software for simple RL tasks. I’ll have to see if U…
Re: AirSim: open-source simulator for autonomous vehicles
#48Any companies working on this?
There’s a few working specifically on simulating the autonomous vehicle domain. air sim is unique because you can do both ground and air. From the business side of things I’ve seen enterprises find it as a good way of proving the value of simulation. The company I work for CVEDIA, develops SynCity which we use both for simulating autonomous systems and generating training data for object recognition and classification tasks.
Re: AirSim: open-source simulator for autonomous vehicles
#49I just downloaded this last weekend! I’m trying to find a good simulator where I can import models generated with photogrammetry. I’ve been using a cell phone camera and OpenSfM + OpenMVS to make 3D models of real world environments, and I want to be able to run them in sim. I see this is built on Unity. In the past I tried UnrealEngine but it was such a big mess of software for simple RL tasks. I’ll have to see if U…
Re: AirSim: open-source simulator for autonomous vehicles
#50https://en.wikipedia.org/wiki/Midtown_Madness
/s incase it wasn’t clear