Google didn’t lead the self-driving vehicle revolution, John Deere did
washingtonpost.com
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I'm sure that there are problems and issues which arise from navigating a field and manipulating whatever equipment you've got for whatever task you're working on that I'm just not fully appreciating. However, I really question if that task is anywhere near as complex as safely navigating traffic while obeying all the laws of the road when you can't even be sure of the state of the road you'll be travelling on.
It's just a totally different problem being solved. This is apples and oranges.
A solution to a highly constrained version of a problem may not be applicable to the general purpose problem in any way.
Edit: mean to say "may not be applicable" in last sentence.
I'll agree that roadways have much more to do with avoiding traffic, but I don't think that the restrictions on vehicle operation or avoiding hazards on the terrain or having to understand and plan according to layouts devised by and primarily for humans is substantially different between the two, but rather, a difference of parameters. (Farm equipment maintains a lower speed and for a different reason, but still has to monitor and obey rules about maximum speed under various conditions, for instance.)
I think you're underestimating the degree to which the two tasks are fundamentally the same.
Nope, they don't need to worry about those things. Self driving cars and tractors adhere to ISO-25119 and within that, tractors adhere to agricultural performance level which doesn't have the same risk. Self driving tractors are required to have an operator in the cab and they are not allowed on public roadways with "auto guidance" engaged.
I work for Case New Holland - John Deere competitor.
That's a lot different than having a car which can at 70mph successfully swerve enough to avoid a wreck while still not swerving so far as to cause another wreck.
Were I in need of a self-driving tractor given the much lower speeds and whatnot I might be much more willing to accept a fairly primitive autopilot rather than something truly self-driving. Freeing me from needing to constantly be on the alert to keep a combine from straying from the optimal path is far, far more important that something that'll drive itself from the barn to the diesel pump and then onwards to the field. Were I wealthy enough to afford so much land to where owning such a vehicle was necessary then either driving it myself or hiring someone else to handle that would be entirely reasonable.
Automated cars can already do this far more reliably than your average driver.
Coordinating with other moving equipment I did not address, because that is too broad a description. As far as hazard avoidance is concerned I don't know the state of the art for farm equipment, but I don't think they are as focused on fully autonomous operation, which has been the goal on the transportation side for some time now. In any event, there is obvious overlap in a number of areas, but I simply don't think the premise of the posted article holds up. Farm equipment is not the "real revolution" in autonomous transportation. It's merely one area in which some of the dependent technologies have already seen the light of day.
IE, find some limited use case for a self driving cab service in a city and try to make the problem more like an agricultural field.
OTOH, it would require a city or state to actively pursue this kind of a bleeding edge technology, make decisions and possibly even develop the technology. Maybe there are some municipalities out there with the competence for this, but not many. I'm not as down on government abilities as some on here, but I think you have to admit that making such a technologically innovative, blue sky project a public one seems like a recipe for disaster.
The self driving cars can just develop on the free market. If the cars are good enough to go on normal roads people will buy them. I imagine that if they are prevalent enough, cities will then gradually tailor the infrastructure for them.
Still, there must be someplace where the smarter infrastructure could take some of the hard problems away for self driving cars and get a nice demo going. Some small town, large army base, some specific city hoping routes?
>"Really, what the industry is doing here is picking the low-hanging fruit. It's a lot easier to design and operate an autonomous truck on private property like the oil sands than it is on a on a public road. And there are a number of motivations. Computers drive better and more safely and better than humans."
[0] http://www.cbc.ca/radio/day6/episode-238-charleston-s-ame-ch...
It's an interesting article on its own, but any claim to inventing self driving cars on the farm is rather shortsighted... every invention borrows from the past and contributes to the future. The same is true for art, literature, industrial design, cooking, medicine, and almost any other creation.
Lets not discount the invention of the self driving tractor, but lets also not discount the leaps that have been made since then in AI and computer learning for understanding road markers, traffic behavior, traffic signals, routing, crash avoidance, parking assistance, etc.
More interesting is to compare the stakes. On a farm, you have a worst case of ruined farm land and equipment. On the road there are human lives.
In those other cities the locals would learn to game the autocars, taking the initiative from them at every interaction, leaving them impotently idling at a busy intersection waiting for somebody, anybody, to give them an opening.
Who cares who invented it, especially if they were incapable of bringing the technology to the mass market themselves? The real heroes are those who make it useful for the mass market, not those who keep it on the 8th shelf in their "R&D Lab" or even those who manage to sell 10,000 units a year globally.
Also, as you say, there's a big difference between "self-driving farm vehicles" and self-driving road cars, just like there' a big difference between an unusable 2h battery life and $2000 XP "tablet" from the 2000 compared to the 2010 iPad. In other words, there was been a lot more "invention" added to the iPad since the Microsoft tablets appeared as well.
This would pretty much disqualify a large chunk of computing research (research in general, really) from being notable according to your criteria, as it wasn't brought to the "mass market".
The real heroes are those who make it useful for the mass market, not those who keep it on the 8th shelf in their "R&D Lab" or even those who manage to sell 10,000 units a year globally.
They're all important. The ones who keep it on "the 8th shelf in their R&D lab" are who laid the groundwork for the mass marketeers to prevail in the first place. The small-time sellers frequently come from hobbyist backgrounds who are attempting to distribute a more specialized (or more capable for complex use cases) product as opposed to tailoring for maximum units sold.
Those who bring it to the masses deserve praise in as much as the product has utility and how it improves over previous designs. All too often the result will necessarily have to be watered down so it can pass in widespread consumer circles.
Is Bill Gates a hero, but Gary Kildall a zero? Nonsense. Though that's what your logic ultimately concludes.
While there is a big difference between farms and roads, the tablet analogy doesn't make any sense.
So the John Deere problem space was mostly dead-reckoning navigation to a matter of inches, to get crop spacing right. A very different problem from auto-driving cars.
Perhaps this is true in certain parts of the country, but certainly wasn't my experience growing up in the Southeast. The land there tended to be mostly rolling hills, basically no field was totally table-top flat. (And the 3rd paragraph in TFA mentions that the land there even in Kansas is hilly so he does the first pass).
Obviously you want few obstacles to maximize the useful land area, but fields often had ponds, creeks, patches of trees that broke things up, not to mention unknown obstacles like fallen trees or fences, wild animals, etc. that happen 'randomly'. I'm actually curious how much of this the software can handle on its own.
So it's certainly a different challenge, but to imagine most fields as perfectly empty, flat, continuous, homogenous spaces is to over simplify things.
Which biased my view. Interesting to know the technology can handle Kansas, which would be a challenge.
Microsoft had a marketing problem (they still do) and not a usability problem.
http://www.cs.cmu.edu/~tjochem/nhaa/Journal.html http://www.pbs.org/saf/transcripts/transcript705.htm
Disclosure: I was a grad student at CMU at the time, in the building, and saw a lot of this up close.
The SPSD Car[1] will not be something that can be owned by individuals. You can use your smartphone to request a pickup, which will be fulfilled by any of a number of nearby cars. You'll lease a license to be transported in one car, and the app will automatically transfer that license to the car that's fulfilling your trip.
Your Leased License to be Transported in a Car will only apply for the duration of the trip, and gives you no rights or responsibilities to the underlying vehicle.
[1] (Solar Powered Self Driving)
Sounds like you're thinking of a self-driving taxi, overlooking the many reasons why people don't want taxis (not deeply relying on others being a huge one for many of us).
For you, a car isn't just a conveyance. It's also a storage locker. And a second home, in some ways.
(I also suspect your insurance will start to climb through the roof once self-driving cars do become ubiquitous, because computers will be able to be far better drivers than people, once the software's in good working condition.)
I do like driving around with loads of crap in my car though, I think some kind of standard secure box storage system would be helpful, a wheeled box you can lock up, like a bike rack, standard size so you can easily fit 4 of them in the taxis
Well, how do you prevent people from having sex in rental cars? First, people that can get a rental car usually can get more comfortable accommodations for other activities. Second, the rental car is only in the renter's control for a short duration, and that duration isn't cheap. Third, the rental agency will hold the renter responsible for any damages caused by this activity.
I'm sure that Zipcar, Car2Go, Enterprise, Avis, and others have solutions for these situations.
There's no other transportation option in existence that combines privacy and anonymity without the requirement to drive. Nookie is only the beginning of what idle folks will get up to.
Rental cars are not the same - we're supposed to be using auto-cars as an everyday thing, to get to work or school or shopping or anything really. Not just on a business trip.
Actually, I can think of one similar place where people have time on their hands in a private space - public restroom stalls. And look how wonderfully that works out for everybody.
Civil fines.
Record the cars under use. When people don't clean them they receive a cleaning bill at the end of the month. When they don't pay it, they don't ride.
When the car is dirty have it dispatch back to the management facility for cleaning and insurance documentation.
The car could detect if there's garbage, and maybe use some kind of air sensor to tell if it stinks. If it's clean, it would go back into the motor pool, if not it would auto-drive to a detailer's.
(Who wants to help me start a robotic auto detailing company?)
Just do the simple way that Car2Go does: When somebody gets in, they give a "thumbs up" or "thumbs down" in regards to the car's internal cleanliness. If the car gets too many "thumbs down" ratings, then it gets put on the list to be cleaned.
"Disgusting" is a normative, qualitative term. Can you put it into calculable, quantitative terms?
I fail to see how cameras are missing the point. Are you saying that all condom wrappers will be the exact same color as the upholstery? Are you saying the stains on the seat will be the same color as the upholstery? (Are they still stains if they colormatch the material?)
So we take some before photos, and do machine learning analysis. And we can have people rate the car, or even refuse a car, with the app. Yes, you'd have to have a motor pool with idle cars to get this to work correctly, but queue theory says you'd need idle cars during non-peak hours to meet peak demand anyway.
If a car service is automatic, there are no people guiding its normal operation. Putting cameras back in would mean, I thought, humans to monitor those cameras. That's adding back much of the cost of cabbies.
So maybe the camera can be automated too! That's a good idea. In fact, just their existence may be enough to quash most objectionable activity (snogging, urinating, allowing pet messes, littering).
In the end whatever the scheme has to be practical, not just possible. Its the details that sink projects. Like, how to keep the kids from using an autocar as a makeout pit. And so on.
Only Americans seem to have these problems with public transport — in which case, maybe the technology will be rolled out in Europe or Asia first.
They could just make the previous owner responsible for cleanliness (a fine or fee if dirty) and I'm sure it wouldn't be a problem.
Honestly, what would happen if the implements you have hitched to the back of the tractor can't receive the proper instructions because the owner bought some counterfeit FTDI chip. You can set up your spray zones to make sure you don't spray pesticides near waterways, who is liable if that gets screwed up? The counterfeiter? The Farmer? Either way you know John Deere is going to get dragged through the mud for it.
I’m assuming that you don’t believe that similar restrictions are reasonable on cars or houses, etc. So what makes a tractor so utterly different? Is it more dangerous? Cars can certainly be more dangerous. And a house? Where people sleep? Wouldn’t that be even more important to restrict people’s ham-fisted “repairs” or the like? But we don’t. So why are tractors different?
If you want to advocate for a more open system of published regulations and a licensing/insurance system for professionals that's fine, but don't try to pretend that other facets of life aren't equally regulated.
Preventing counterfeiting by not releasing source/documentation is a pretty textbook case at an attempt at security through obscurity.
https://en.wikipedia.org/wiki/Eureka_Prometheus_Project
Google has obviously taken taken that a lot further (no driver reacting every 9km)
> "We kind of laugh when we see news stories about self-driving cars, because we've had that for years," Poole said.
Yup, no wonder he is a farmer (to be fair: if you're running a tractor at 2 am you may well imagine there to be heavy traffic on the field...).
(And lane tracking is generally more forgiving than row tracking, (except for on the Garden State Parkway) in the sense that a few inch deviation while driving is acceptable, but cumulative parallel row error can add up to quite a bit, both time and money.)
Even the article itself hints that comparing the two is kind of stupid: "[...]where there are few pesky pedestrians or federal rules to get in the way." and then immediately proceeds laughing at the general population ignorance because farmers did it first.
I remember when I was a child, my father explained to me that depressing the right pedal makes the car go forward, the left one makes it stop and this round thing makes it turn. "WOW! Easy!" I exclaimed, "I know to drive now!" Yeah right.
Elevators are automated. Subways are automated. Even mother fucking planes can fly and land themselves (with the right equipment). Yup those giant flying monsters containing hundreds of human souls got automated before our cars.
But wait, Google is stupid because it didn't do it first.
EDIT: missing sentence
I don't want to write 'who cares' but realistically neither John Deer or Google did. There were gifted individuals at both companies who wrote the code and developed the hardware and one day someone will write a book and it might be an interesting read.
To argue for JD or Google is just playing into the marketers hands.
/rant
That said, I think there is a "human acceptance" piece necessary for autonomous vehicles to be allowed on roads. A lot of people are going to fear, dislike, or be otherwise opposed to sharing the road with autonomous vehicles. A lot of people simply don't believe that it is possible for an autonomous vehicle to handle certain driving situations. To be able to point to tractors driving themselves around fields for the past X years is valuable in getting humans to accept robotic cars.
My guess is that insurance will force people's hands in the switch. Most accidents on the road are due to human error (I assume, or rather had there not been human involvement the situation could have been avoided). Let's assume that self driving technology reaches the safety level that most of us here believe it will. Insurers, hedging against risk will have to financially penalise manual driving, since it will carry a much higher risk.
Hopefully that takes the irrational opposition out of the equation and let's the raw statistics take charge :)
I saw the original John Deere differential GPS prototype tractor in use at Stanford many years ago. There used to be an empty field next to the Stanford horse barn where they tested. It's now a parking lot.
Hemisphere GNSS, whose (Outback) products I use, has a superior product in my opinion and started a few years before Deere got interested in the business at all.
http://www.asirobots.com/news/
> The Beeline Navigator was developed in 1993 by Australian engineer, Rob Mailer. [1]
[1] http://www.queenslandcountrylife.com.au/news/agriculture/mac...
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> "NavCom's involvement with Deere & Company began with Deere's GreenStar precision farming system in 1994 and has expanded into many areas of Deere's product activities. The commitment by the most senior Deere management to information systems leadership motivated the NavCom shareholder-employees to join with Deere & Company,"
http://www.prnewswire.com/news-releases/deere--company-acqui...
"Apple didn't lead the mobile device revolution. Blackberry did."
Technologies succeeding in the gauntlet of consumer electronics makes a bigger splash in public media---for obvious reasons---than those same technologies applied to the problems of specific trades.
https://stellarsupport.deere.com/en_US/support/pdf/om/en/PFP...
You can record a map with the GPS and replay it. It's a little bit like waypoints for drones.
There are other companies that make driverless tractors:
https://en.wikipedia.org/wiki/Driverless_tractor
It also reminds me the machines in Interstellar (the indian drone that can fly 10 years and the tractor).
John Deer machines work in a strict set of environments, and although they may be very sophisticated and react to a range of adverse situations, these situations are still much more predictable and the route much better known in advance than roads and streets.
If the autonomous vehicle problem were dealing with different roads, pavements and other pre-programmed vehicles, the self driving car would be a thing from the 80s, together with the robot car welder.
The entire article is one giant straw man fallacy.
While it doesn't necessarily invalidate your criticism, this couldn't be less true. Most people in the Washington Post's reader base have exactly zero awareness of agriculture, full stop. Food comes in a box they buy at the supermarket, and that's the extent of their knowledge. If they have any thoughts beyond that, it's probably either an understanding of farming they got from a quaint children's book, or some kind of poorly-reasoned Monsanto/GMO FUD they heard at a fashionable dinner party. The idea that they know what kind of ag equipment is on the market, what it does, how it works, or what it costs is ludicrous.
Oh sure, that's the reason. All the job seekers dried up.
Self-driving cars are really cool. However, if every car is trying to optimize for itself then traffic will still be an issue.
- Pedestrians
- Other vehicles and obstacles (and automatically detecting them)
- Roads
- Traffic laws
JDs tractors are choreographed, it's not really 'self-driving'
Typically they are following a predefined path, not even having the concept of where the end of the row is, relying on the operator for turning and avoiding any hazards. The most advanced functionality is Machine Sync [1], which is still only using the GPS to synchronize the machines.
Just because the functionality is basic, doesn't mean it's not useful. We are quickly coming to the point where these systems will be installed on every machine. The reduction in fatigue and other benefits are profound.
Another point to note is that getting to this point was a marathon, not a sprint. These systems have been around in one form or another for more that 20 years. Acceptance came in large part with the generation change of the owners. It will be interesting to see if the rollout of self-driving cars follows a similar trend.
[1] quick googling says some countries impose speed limit of 20mph but I don't know if it's on public roads and not private land. http://www.fwi.co.uk/machinery/road-rules-for-tractors-in-th...
have seen a cat picked up by a corn harvester
Lots of small mammals die this way :(