DEEP LEARNING in QGIS: Image Segmentation (Aerial and Satellite) with the DEEPNESS Plugin

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  • Опубліковано 29 лис 2024

КОМЕНТАРІ • 34

  • @geospatialschool
    @geospatialschool  9 місяців тому +5

    FREE GIS Courses: geospatialschool.com

  • @hectorpatino9205
    @hectorpatino9205 17 днів тому +2

    If you're encountering the exception "unsupported layer units," the issue may be due to the coordinate system in use. After reviewing the logs, I found that the problem originates in the processing_utils.py file. Try reprojecting the source layer to a coordinate system other than Long/Lat.

  • @agrengs0
    @agrengs0 2 місяці тому

    Thanks for the video. I imported a high res tiff and getting an error "Exception: unsupported layer units"

  • @AliciaLangton-u5l
    @AliciaLangton-u5l Місяць тому

    Thank you for this. Any chance you have had success installing the plugin on a Mac? I'm having to use it on my windows partition since the dependencies would not install automatically.

  • @lc4468
    @lc4468 6 місяців тому

    Daaaaaaaang. It worked surprisingly well on .45m imagery. Thanks for sharing!

  • @tiaraysuff
    @tiaraysuff 2 місяці тому

    Dear sir, I'm still new about deep learning and I have a question from this video, can deep learning such as convolutional neural networks (CNN) be operated using this plugin?

  • @jupita3000
    @jupita3000 4 місяці тому

    What if I only wanted a 2 class output? Ex. pervious and impervious. How would I specify that? Is it possible with this plugin?

  • @mohamedelgamal6333
    @mohamedelgamal6333 9 місяців тому

    Dear Sir, Many thanks for this greate video. I followed the stepa you mentioned and I installed the deepness plugin successfully and test it then when I triedd to apply it on a rater image it gives python error and a message " This plugin is incompatible with this version of QGIS
    Plugin designed for QGIS 3.22 - 3.99" despite I am using QGIS 3.18. Any help will be appreciated.

    • @mohamedelgamal6333
      @mohamedelgamal6333 9 місяців тому

      Many thanks Sir, I figured out that it seems I need to reinstall some of the other python package couple of times and it is now working. Thank you again

    • @geospatialschool
      @geospatialschool  9 місяців тому

      You need to update we qgis so that your version is at least 3.22

  • @axeLeonhardt
    @axeLeonhardt 8 місяців тому

    Are there any pre-trained models available for high-resolution drone images, or does it require training? thanks for sharing

    • @geospatialschool
      @geospatialschool  8 місяців тому +1

      There aren't any with this plug-in. You you may be able to find some elsewhere

  • @Testtest-eg9sq
    @Testtest-eg9sq 3 місяці тому

    hello, I experienced a Traceback (most recent call last) when running the deepness plugin. the description is in convert_meters_to_rlayer_units
    raise Exception("Unsupported layer units")
    can you help me with the solution?

  • @GEORGE.M.M
    @GEORGE.M.M 9 місяців тому

    This is a massive time saver, thank you!

  • @desireespindler3958
    @desireespindler3958 7 місяців тому

    Thank you for this great video. I have a problem, when I wannt to load the model deeplabv3_landcover_4c.onnx on Deepnes, I get this error "Error! Failed to load the model! Model may be not usable." Why could it be? From already thank you very much

    • @geospatialschool
      @geospatialschool  7 місяців тому

      To be honest, I'm not sure. You'll have to look into the deepness documentation and ask their team

    • @nadezhda_belyaeva_
      @nadezhda_belyaeva_ 6 місяців тому

      I had the same error when using Qgis version 3.34, and with version Qgis 3.28 model loaded without any problems

    • @dauletkairatov4620
      @dauletkairatov4620 4 місяці тому

      I’ve got same problem, if u have a chance can u gimme some tips how to resolve this problem

  • @sridharan19
    @sridharan19 8 місяців тому

    Sir can we map demolition and construction waste using this?

    • @kyawnaingwin8300
      @kyawnaingwin8300 8 місяців тому +1

      To my understanding, you have to train your detection model first with sample images with lable boxes of your object of interest. Then you get a model and use on QGIS here.

  • @coolsamuel4354
    @coolsamuel4354 9 місяців тому

    Can the first model work on images from Google? Thanks for the video

    • @geospatialschool
      @geospatialschool  9 місяців тому

      Maybe. You'll have to give it a try and perform some accuracy analysis. As with any model, it's going to be wrong sometimes. You'll have to determine if it will work for you specific application.

    • @coolsamuel4354
      @coolsamuel4354 9 місяців тому

      @@geospatialschool thanks I tried it but I guess it was designed for Poland and a bit of Europe. The result accuracy was very poor

  • @taufiqhidayat628
    @taufiqhidayat628 8 місяців тому

    can i get the error value?

  • @lorenzoconti7372
    @lorenzoconti7372 7 місяців тому

    there are any object based classification model for Landsat ?

    • @geospatialschool
      @geospatialschool  7 місяців тому

      Object-based classification is usually implemented with high res data where objects (like trees or buildings) are composed of many pixels. Landsat is coarse enough that pixel-based methods are generally used, though I'm sure there are some object based approaches if you look around

  • @amritanshuraj1
    @amritanshuraj1 9 місяців тому

    thank you, this is very helpful

  • @emelka5409
    @emelka5409 13 днів тому

    can i get your contact??
    i want to discuss more with you

  • @BongaLovesJesus
    @BongaLovesJesus 9 місяців тому

    This is great thanks.

  • @coolsamuel4354
    @coolsamuel4354 9 місяців тому +1

    Massive massive massive