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Remote Monitoring & Control
Blog CatDogFoxBot #5 : Collecting Some Temperature Data
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Engagement
  • Author Author: dubbie
  • Date Created: 1 Aug 2019 4:49 PM Date Created
  • Views 4217 views
  • Likes 10 likes
  • Comments 27 comments
  • remotemonitoringcontrolch
  • grideye
  • catdogfoxbot
  • temperature sensing
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CatDogFoxBot #5 : Collecting Some Temperature Data

dubbie
dubbie
1 Aug 2019

The GridEye sensor is working so now I have to work out how to recognise when a cat comes along (or a dog or a fox). To help with my own understanding of what the GridEye sensor data will look like I have set up a simple experiment of the GridEye and a boiled kettle of water in an otherwise unobstructed area, but inside the house. I have changed the data displayed so that only temperature values higher than the average are displayed with anything else just being blanks. This is to help 'see' only those elements that are hotter than the background. I realise that this doesn't really work for large hot objects which fill the sensor point of view but as the sensor angle is 60 degrees this isn't going to be a problem except at very short distances.

 

So below is the data obtained at 50 cm

 

image

 

This is the data at 75 cm

 

image

 

This is the data at 100 cm

 

image

 

This is the data at 150 cm.

 

image

 

This is not quite what I was hoping for. At the close range there is a nice cluster of the higher temperature pixel values but  as the distance increases the number of pixels registering the higher temperature reduces quite quickly, which I did expect, but also the temperature drops as well, which I was not expecting. But after thinking about it, it does make sense. The sensor has a wide 'beam width' of 60 degrees so the area collected by each sensor increase rapidly and the temperature shown is going to be an average of the whole of that pixel area. So the sensed temperature will drop as more and more of the non-object, or background temperature, is included. This can be seen most clearly in the data at 150 cm where there is almost no discernible higher temperature pixels, just one pixel at 24 degrees, with the rest effectively being the background temperature.

 

This data is collected inside the house on a relatively warm day using a pot of hot water and now I will attempt to collect some data from outside during the early evening into the night to see if it might be better. At present I do not have a long lasting battery power source so I will be running the system from a USB cable out of my office window. I know that cats sometimes walk past this window so perhaps they will oblige tonight.

 

There is also the problem that cat fur is designed to keep cats warm so although the cat body will be at a higher temperature of approximately 38 degrees, the external temperature of a cat might not be. Maybe I'll find out tonight.

 

Dubbie

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Top Comments

  • beacon_dave
    beacon_dave over 6 years ago in reply to dubbie +3
    I think perhaps shabaz has the answer in his video here: Building a Thermal Imaging System with the Raspberry Pi 3, Sense HAT and Panasonic Grid-EYE ... just need to get the cats to carry candles, and…
  • beacon_dave
    beacon_dave over 6 years ago in reply to genebren +3
    There is a bit more detailed info on the Grid-Eye field of view contained within the published application notes: https://eu.industrial.panasonic.com/sites/default/pidseu/files/application_notes_grid-eye_0…
  • shabaz
    shabaz over 6 years ago in reply to beacon_dave +3
    Hi Dubbie, Great project! I'd forgotten about the GridEye experiments, hopefully the links from Dave can help you. There's some ways of doing blob identification, that may be enough for you to see if there…
Parents
  • BigG
    BigG over 6 years ago

    Have you thought about adding another sensor into the mix?

     

    From the looks of things you need to have a way of determining how far the object is away and then cross reference this with the grid eye data. An ultrasonic sensor came to mind as this is pretty good at distance estimation below 1 metre and its field of view is not too narrow.

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  • dubbie
    dubbie over 6 years ago in reply to BigG

    BigG,

     

    I toyed with the idea of additional sensors but then that seems to make the use of GridEye a bit redundant. I'm sure that GridEye will provide the data needed to recognise a cat, I just have to work out how to extract that information.

     

    Dubbie

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  • BigG
    BigG over 6 years ago in reply to dubbie

    My hypothesis was that you need to know distance in order to correlate grideye pattern against object. This then potentially avoids grideye pattern confusion where lets say a large dog, who's had a run around (therefore hot) at say 2 metres away mimics a similar heat signature and grideye pattern to say a lazy cat at 1 metre away. Thus if distance sensor is included the dog is ignored as not within 1 metre distance away. Of course, I've never used a grideye sensor so this is pure conjecture on my part.

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  • beacon_dave
    beacon_dave over 6 years ago in reply to dubbie

    ...I'm sure that GridEye will provide the data needed to recognise a cat, I just have to work out how to extract that information...

     

    Have you looked at the software which was included with the Grid-eye evaluation  kit ?

     

    https://eu.industrial.panasonic.com/grideye-evalkit

     

    https://na.industrial.panasonic.com/products/sensors/evaluation-kits/lineup/grid-eye-amg8834eval-evaluation-kit

     

    There appear to be some API's for subject detection and the source code appears to  be available for download.

     

    Panasonic also reference this paper in relation to the Grid-eye sensor:

     

    "Probabilistic method to determine human subjects for low-resolution thermal imaging sensor"

    https://ieeexplore.ieee.org/document/6798925

     

    which may include some useful information about extracting information from the sensor data.

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  • dubbie
    dubbie over 6 years ago in reply to BigG

    I hadn't thought of that. Do cats get hotter when they run about? Or even do cats run about as it's not something I remember them doing much. The odd sprint and that's it. Generally they seem to just slink about. Plus they are much the same size so you can (possibly) get some idea of distance from the size of the hot blob - but as there are only 64 pixels there's not much discrimination. Dogs and Foxes would complicate the picture. I wonder if you could tell a fox from a cat with just the GridEye data?

     

    Dubbie

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  • dubbie
    dubbie over 6 years ago in reply to beacon_dave

    No, I hadn't looked at the evaluation kit software. Now I'm torn between looking at all this information or working on finishing my patio. I think the patio might win out. Also, I no longer have access to IEEE journals anymore so I cannot access the paper online.

     

    Dubbie

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  • dubbie
    dubbie over 6 years ago in reply to beacon_dave

    No, I hadn't looked at the evaluation kit software. Now I'm torn between looking at all this information or working on finishing my patio. I think the patio might win out. Also, I no longer have access to IEEE journals anymore so I cannot access the paper online.

     

    Dubbie

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