I rely on Google Cloud Vision API textAnnotations to recognise Italian registration plates.
Problem is ALL G's are reported as C's making it completely useless given user has to check one by one which is more error-prone that just hand-typing each plate.
How to get C and G properly recognised? Italian government is quite good in finding the right one when you go over speed limits so I guess the font is not the problem...
E.g. here I get EY454WC, DN862CC, DM843CW, no exception.
I ended up using OpenALPR API which offers a free plan up.to 1.000 calls per month.
It really does the job!
Related
I'm new to geocoding so I'm not certain this is even the question I should be asking, but all of the other discussions I've seen on this topic (here and on the Google API forum) are so application specific that I feel like I might be missing a very elementary step - I don't need to know how to implement a store finder - I need to know if I should.
Here is my specific situation - I have been contracted to design an application wherein we will build a database of shops (say, independently owned bars and pubs). This list will continually grow and change as shops close and new ones open. The user can enter his/her point of origin (zip code or address) and be shown a list or map containing all the various shops within a given radius in order of proximity.
I know how to deliver these results from a static database:
One would store the longitude and latitude as columns for each row and then just use that information to check distances.
But I have inherited an (already fairly large) database of shops which have addresses but not coordinates - so I'm not sure what the best way to get those addresses is. I could write a script to query them one at a time against google geocoding, I could have a data entry person manually look up the coordinates for each one and populate the data that way, or maybe there is a third option I'm not aware of.
Is this the right place to be asking this question? Google Maps Geocoding doesn't host a forum of their own, but refers people to Stack Overflow. Other forums on the net dealing with this topic are all relating to a specific technical question but no one seems to be talking about it from a top-down perspective (ie the big picture).
Google imposes a 2,500 queries per day limit on free users and a 100,000 queries a day limit on paid ones - neither of these seem to be up to the task of a site with even moderate traffic if, every time a user makes a request, the entire database (perhaps thousands of shops) are being checked against Google's data. It seems certain we must store the coords locally but even storing them locally, there will have to be checks against Google in order to plot them on a map. If I had a finite number of locations (if, for example, I had six hardware shops) and I wanted to make a store locator, there would be a wealth of discussions, tutorials, and stack overflow questions available to point the way for me, but I'm dealing with a potentially vast number of records and not sure how to proceed or where to begin.
Any advice would be welcome - Additionally, if this is not the best place to be asking this question, a helpful response would be to indicate a better place to post it. I've searched for three days but haven't found what looks like a good resource for asking such subjective questions.
The best way of course would be when you use a geocoding-service to get coordinates and store the coordinates in your DB. But it's not possible with google's geocoding-service, because it's not permitted to store geocoded data permanent.
There are free services without this restriction, some keywords to search for: mapquest, nominatim, geonames(but these services are less accurate than google)
Another option would be to use a FusionTable. The geocoding would run automatically(but the daily limits are the same as for the geocoding-service). The benefit: the geocoding is permanent(you can't access the locations directly by e.g. downloading the DB-dump), but you may use the coordinates for plotting markers(via a FusionTablesLayer) or filtering(e.g. by distance)
The number of entries shouldn't be an issue, 100k is no problem for a database
My client wants some of the functionality of Google maps namely:
- geocoding
- generating maps with points based on postal code or long.lat
- optimal trip mapping
Their issues with Google maps
- cannot control outages
- postal codes are sometimes inaccurate or not updated frequently for Canada/UK
- they have no way to correct inaccurate information
They would prefer to host the mapping application themselves, but will require postal code updates.
Can anyone suggest such a product?
thanks
"cannot control outages - postal codes are sometimes inaccurate or not updated frequently for Canada/UK - they have no way to correct inaccurate information"
Outages
hosting your own mapping is the only way to control this, but you would be very very hard pushed to beat Google Maps / Bing Maps uptime over the last 5 years. Take a look at the following:
OpenStreetMap for the road imagery data, this is open source data very good in the UK (Im not sure about canada) and you can make your own changes and submit them (or just change the data you have downloaded)
Geoserver, Mapnik or MapServer will read openstreetmapdata and create the image tiles needed to create your own maps in whatever style you wish. Depending on if you dont want all countries and all zoom levels these products can create all the tiles you will need in advance, but usually they have to be created in real time and cached. You need a BIG fast server to manage tile crunching
Openlayers or Leaflet are open source javascript mapping platforms that will display your tiles for you
Obviously this is just for road maps, aerial imagery would cost you an absolute fortune.
Post Code Data
Many people do not realize that UK postcode data for latitude and longitude is now completely free and available to download every quarter from the official source (ordinance survey) http://www.ordnancesurvey.co.uk/oswebsite/products/code-point-open/index.html.
This is the same data source Google will use and there is none better but it will always contain inaccuracies and always be a few months out of date.
Finally
Hopefully that answer the question you asked and gives you information to inform your client. Now for the question you didn't ask "Is this approach good value to my client?".
I won't presume to know your business or client, however what I described above is possible but with one to many months of work involved to get it all working together and even then it wont have any where near the performance or uptime of something like google /bing maps and only offers a small subset of their features.
I think you're looking for something like Caliper-It's a very custom, and I would expect expensive, solution. Not suggested.
http://www.caliper.com/GISMappingSoftwareDevelopment.htm
One solution could be to use two different mapping services and compare their results, this way there's a much better chance the data is accurate. You can also fix inaccurate data by creating a system which acts as a barrier between the API and your user, where data you know is inaccurate is corrected before it's displayed. Not sure exactly what you're doing though, so this might not work for you.
Is trip mapping/routing the basic functionality you want to do?
Before rushing into rolling your own, I'd suggest a good think about the consequences of doing so. The first that springs to mind is whilst the pros are that you can now control your data, the cons are that you now control your data.
So you are going to have to consider where and when you get updates and the processes you are going to have to employ to keep your maps in sync with the rest of the world. There are a lot of headaches involved in these things which is why so many people use externally hosted solutions such as Googles.
I'm writing an application that will calculate the distance and cost between two points. One of the requirements is that I need to calculate the cost of the journey (gas and road tolls). Gas is easy. However, I can't think of a good way of doing toll charges. Google tells me if the GStep has a toll but it doesn't say how much.
It seems like there is no central authority that publishes toll rates (this is for western europe). Anyone has experience dealing with this problem, and how did you solve it?
--
Pavel
There is "no" clean way to do this. We tried it a few years ago and had to go to the toll services for the rates. This is difficult to do because many toll roads (at least in the US) have varying tolls depending on how long you've traveled on the road and the rates aren't linear. In the end we used a "best guess" method of figuring them out. Some toll services provide API's to the data (REST, etc) but most just give you the data on a web page and leave you to decide whether you want to keep them updated manually or attempt to screen-scrape. We ended up just providing a link for users to let us know if toll rates change and update them manually when they do. The solution isn't ideal but still works... mostly.
Here let me clarify , I have no intentions to peep in to or any evil intention towards tfls database and other related information.
But , ofcourse Millions of users are greatly beniftted the way it serves the information.
http://journeyplanner.tfl.gov.uk/
So , If we want to create some site like tfl, journeyplanner , what are the basic things we need to keep in mind.
Which Architecture We should use?
Can We create this website using ASP.NET(Should be able to)?
Is TFL integrating it's website with google maps or any other GPS
Edit:
While you enter the Zip/Pin code or Station name , it creates a map automatically from source to destination and calcculates the distance also.
My Question here is , How do they calculate the distance , do they keep help of Maps or GPS or they created there own webservic?
To answer the points, in order:
Which Architecture We should use?
One you know and understand there is more than one approach that would be possible to do a similar thing with.
Can We create this website using ASP.NET(Should be able to)?
You could. Similarly, you could do it as a Java Servlet or PHP application. If you were feeling particularly warped, you could probably make something work in pure Javascript (but your clients might hate you)
Is TFL integrating it's website with google maps or any other GPS
They're more likely using Ordnance Survey data, that they've rendered their own maps from (certainly if you pan right out, coverage runs out quite quickly).
From a routing perspective, they're probably using something like Dijkstra's Algorithm, although it's probably very optimised to cope with timetabling.
There are numerous algorithms for routing, which boil down to "relative cost" (where that cost may be distance, time, financial, or a combination). Not taking into consideration timetables, you can precalculate the costs between connected nodes (e.g. Liverpool St -> Bank via Central Line is ~5 mins), this would give a baseline for something like Dijkstra although you'd still need to factor in the cost of interchaging between modes of transport and waiting for connections to arrive, etc.).
You might want to look into routing algorithms in general (there's even info over on OpenStreetMap's wiki) before looking into the complexities introduced with timetabled services.
A little background: I have the opportunity to present the idea of a public API to the management of a large car sharing company in my country. Currently, the only options to book a car are a very slow web interface and a hard to reach call center. So I'm excited of the possiblity of writing my own search interface, integrating this functionality into other products and applications etc.
The problem: Due to the special nature of this company, I'll first have to get my proposal trough a comission, which is entirely made up of non-technical and rather conservative people. How do I explain the concept of an API to such an audience?
Don't explain technical details like an API. State the business problem and your solution to the business problem - and how it would impact their bottom line.
For years, sales people have based pitches on two things: Features and Benefit. Each feature should have an associated benefit (to somebody, and preferably everybody). In this case, you're apparently planning to break what's basically a monolithic application into (at least) two pieces: a front end and a back end. The obvious benefits are that 1) each works independently, so development of each is easier. 2) different people can develop the different pieces, 3) it's easier to increase capacity by simply buying more hardware.
Though you haven't said it explicitly, I'd guess one intent is to publicly document the API. This allows outside developers to take over (at least some) development of the front-end code (often for free, no less) while you retain control over the parts that are crucial to your business process. You can more easily [allow others to] add new front-end code to address new market segments while retaining security/certainty that the underlying business process won't be disturbed in the process.
HardCode's answer is correct in that you should really should concentrate on the business issues and benefits.
However, if you really feel you need to explain something you could use the medical receptionist analogue.
A medical practice has it's own patient database and appointment scheduling system used by it's admin and medical staff. This might be pretty complex internally.
However when you want to book an appointment as a patient you talk to the receptionist with a simple set of commands - 'I want an appointment', 'I want to see doctor X', 'I feel sick' and they interface to their systems based on your medical history, the symptoms presented and resource availability to give you an appointment - '4:30pm tomorrow' - in simple language.
So, roughly speaking using the receptionist is analogous to an exterior program using an API. It allows you to interact with a complex system to get the information you need without having to deal with the internal complexities.
They'll be able to understand the benefit of having a mobile phone app that can interact with the booking system, and an API is a necessary component of that. The second benefit of the API being public is that you won't necessarily have to write that app, someone else will be able to (whether or not they actually do is another question, of course).
You should explain which use cases will be improved by your project proposal. An what benefits they can expect, like customer satisfaction.