[HN Gopher] Dataset and Model for "I built a system to take phot...
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       Dataset and Model for "I built a system to take photos of planes
       over my house"
        
       Author : yeldarb
       Score  : 105 points
       Date   : 2022-01-29 13:01 UTC (1 days ago)
        
 (HTM) web link (universe.roboflow.com)
 (TXT) w3m dump (universe.roboflow.com)
        
       | leipert wrote:
       | I assume that one can triangulate the exact position of the house
       | of the author from the pictures.
        
       | ______ wrote:
       | First time I've seen a .cam TLD, makes me think that they might
       | be used a lot for phishing - without thinking I typed in
       | skybot.com instead of "cam"
        
         | z3c0 wrote:
         | Feels like I'm saying the domain in a Cartman-esque accent.
        
       | ryanmarsh wrote:
       | What's with all the "Bank of <bank name> Trustee" jets?
        
         | [deleted]
        
         | _djo_ wrote:
         | The US has a relatively weird structure where trusts are one of
         | the best ways to meet the FAA's requirements for ownership
         | while also hiding certain ownership details:
         | https://www.hef.ru.nl/~pfk/aircraftGalleries/organisation-Ai...
         | 
         | Most of the time you see it used is when a lessor has taken an
         | aircraft back from an airline after the lease has ended for
         | some reason, and it becomes a holding structure until the
         | aircraft is leased again to another operator. The financials of
         | airliner operation make it feasible for most airlines to have a
         | mixed fleet of owned and leased aircraft.
         | 
         | But in this case Wilmington Trust is a fairly large aircraft
         | lessor in its own right:
         | https://library.wilmingtontrust.com/corporate-institutional/...
         | and
         | https://centreforaviation.com/data/profiles/lessors/wilmingt...
         | 
         | For instance here's an Airbus A350 that was used by LATAM, then
         | returned to Wilmington during the COVID-19 drawdown of flying,
         | and is being taken into service by Delta:
         | https://www.planespotters.net/airframe/airbus-a350-900-n982d...
         | 
         | This is actually a flaw in the tracker's logic though, in that
         | it's probably using an outdated data source that's still
         | showing that intermediary registration holder rather than the
         | current operator.
        
         | citizenpaul wrote:
         | Ultra rich people that hide their identities through anonymous
         | bank entities. They are totally not the people that really rule
         | the world rather than the politicians that most people think
         | are in charge.
         | 
         | Its also one of the reasons that despite private planes being
         | one of the biggest contributors to climate change nothing will
         | ever be done about it. Those rich people love their freedom to
         | hop around anywhere in the world at a moments notice.
         | 
         | Super cool project. I was thinking about doing something
         | similar at one time but I was too lazy.
        
           | bjterry wrote:
           | I don't think that's right for all of them. I suspect it's
           | the company that owns the lease or loan on a plane that's
           | being financed. For example, the current first listing is an
           | A319-112 with the number A997E5. According to PlaneFinder
           | that's operated by American Airlines[0]. A lot of them are
           | very large planes, which wouldn't really make sense for a
           | private jet. Some are smaller, though, and are probably being
           | financed by the ultra-wealthy.
           | 
           | 0: https://planefinder.net/data/aircraft/N717UW
        
           | iso1210 wrote:
           | > Its also one of the reasons that despite private planes
           | being one of the biggest contributors to climate change
           | nothing will ever be done about it.
           | 
           | Aviation as a whole is responsible for 3.5% of climate change
           | [0]
           | 
           | So while the impact on a per-person is very high, it's a tiny
           | amount compared to the mass impact of international shipping,
           | heating, and even commercial planes.
           | 
           | [0] https://research.noaa.gov/article/ArtMID/587/ArticleID/26
           | 67/...
        
           | dortlechortle wrote:
           | No, ultra rich people hide their identities through a
           | corporation, not a trust. When you purchase large capital
           | items with a bank's help, the ownership usually looks like
           | that. If you finance the aircraft as an ultra rich person,
           | the ownership will probably also look like that. It's
           | completely normal and is a large proportion of aircraft
           | ownership structures. A double-digit percentage of pretty
           | much all major carriers' fleets are titled in this way. Just
           | like your payoff quote with your bank, when an airline
           | finishes paying, the title is transferred. This arrangement
           | will explain all but one or two of the trustees that will
           | appear on this camera for the entire time it exists.
           | 
           | So if your car is titled to a bank because you have a loan on
           | it, would you say you're ultra rich and hiding your identity?
           | I'm with you on the rah-rah eat the rich vibe but at least
           | make sure you're shooting downrange.
        
             | citizenpaul wrote:
             | I've had the misfortune of being in banking much of my life
             | and met many POS rich people that do this kind of stuff.
             | Trust's most certainly can be used to hide your identity.
             | Banks are more than willing to let rich people leave their
             | names in the bank trust as a service to hide their
             | identity. Trusts are not used as a financing product, they
             | are a wealth management tool.
             | 
             | I'll give you a challenge. Find another vehicle title that
             | has "trust" on it other than a yacht or private jet. Time
             | saver, you won't.
             | 
             | It's to hide the owners identity. I don't know why people
             | are arguing with me about this. Trust's are a wealth
             | management tool that provide a number of services including
             | hiding a persons identity.
        
               | CommieBobDole wrote:
               | You are correct that private jets are often owned by
               | organizations including trusts in order to obscure their
               | true ownership, but many of the jets on this site that
               | are labeled as being owned by 'something something
               | Trustee' are in fact commercial airliners owned and
               | operated by major airlines, which seems to be pretty
               | common. Here are some that I found in just a few seconds
               | of clicking planes in the air over my own state on ADS-B
               | Exchange:
               | 
               | https://flightaware.com/resources/registration/N338DN
               | 
               | https://flightaware.com/resources/registration/N330DX
               | 
               | https://flightaware.com/resources/registration/N356FR
               | 
               | https://flightaware.com/resources/registration/N324DX
        
               | aingisni_del wrote:
               | Both of you are making valid points, I don't get why
               | either is seen as an argument. Your original comment was
               | one with a strong sense of anger at the rich, and it is
               | not misplaced. People and corporations hide their wealth
               | with many different instruments, and one step to
               | achieving equity would be to put all of this in the open.
        
       | brianzelip wrote:
       | Would love to tweak something like this to detect parcel delivery
       | vehicles in our neighborhood. Anyone know of such a project they
       | can link to?
        
         | yeldarb wrote:
         | I haven't seen one specifically for parcel delivery vehicles
         | yet. Users have shared package[1] and vehicle[2] projects on
         | Universe.
         | 
         | You could likely use the car detection model as a base to
         | collect photos and bootstrap a collection of delivery truck
         | images. We're working on enabling users to contribute
         | additional images to these datasets as well.
         | 
         | Creating these custom detectors is what Roboflow is built for
         | (and it's free if you open source the dataset you create for
         | others to build off of).
         | 
         | [1] https://universe.roboflow.com/joseph-nelson/packages-g0ton
         | [2] https://universe.roboflow.com/roboflow-gw7yv/vehicles-
         | openim...
        
         | annoyingnoob wrote:
         | Not sure about the detection part.. I setup a raspberry pi
         | w/camera behind the peephole in my front door. I use the motion
         | project[0] to do motion detection and recording of activity on
         | my porch - the stream or photos from motion could be sent to
         | some kind of detection (where presumably you'd train your own
         | model from your own source photos of trucks or packages).
         | 
         | [0] https://motion-project.github.io
        
       | uomo wrote:
       | Earlier discussion regarding "I built a system that takes
       | pictures of all the airplanes that fly over my house":
       | https://news.ycombinator.com/item?id=30039597
        
       | anonymousiam wrote:
       | Project Not Found
       | 
       | Sorry, the overhead-plane-detector dataset does not exist, has
       | been deleted, or is not shared with you.
        
         | yeldarb wrote:
         | Uh oh! Is this when trying to get the project info via our REST
         | API (or pip package) for custom training?
         | 
         | I'm working on getting that working with Universe shared
         | projects ASAP but the Jupyter notebook link should work with
         | our training notebooks in the meantime.
         | 
         | Edit: I should mention that inference against the trained api
         | on this project also should work A-Ok already.
        
         | robertlagrant wrote:
         | It's on Azure, so maybe it uses the same permissions nightmare
         | as Teams.
        
           | yeldarb wrote:
           | Nah this is my my bad.
           | 
           | Revamping the API Key permission logic to be aware that the
           | person who created the project might not be the same person
           | accessing it via API now that we have public sharing was a
           | known "todo" that I deprioritized until users started running
           | into it!
           | 
           | Prioritizing now that there's actually some traffic
           | discovering it.
        
       | ballenf wrote:
       | Could you listen the audio to detect the cargo load? At least
       | within categories (light/middle/heavy)?
        
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       (page generated 2022-01-30 23:01 UTC)