Bounding Box Formats | Essentials of Object Detection

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  • Опубліковано 18 гру 2024

КОМЕНТАРІ • 14

  • @Omsip123
    @Omsip123 10 місяців тому +1

    Thanks a lot for your tutorials, they are very helpful

  • @Programlama101
    @Programlama101 Рік тому +1

    Thanks, are there any websites/softwares to change formats between each other? (without uploading dataset itself)

    • @KapilSachdeva
      @KapilSachdeva  Рік тому +1

      You can use torchvision API to convert bounding boxes - pytorch.org/vision/main/generated/torchvision.ops.box_convert.html
      or, if you look into many open source object detection projects you would find the functions to convert from one format to another
      If you are interested in changing the entire dataset in in one go then if you manage you dataset using fiftyone (github.com/voxel51/fiftyone) then they provide to export the dataset in different formats (pascal_voc, yolo etc)

  • @alonsorodriguez5613
    @alonsorodriguez5613 2 роки тому +1

    Can you do something related to the Kalman filter besides the video you already have, like an application in Python?

    • @KapilSachdeva
      @KapilSachdeva  2 роки тому

      there is a notebook for that tutorial. See in the description.
      What exactly are you looking for?
      If you are familiar with the concept then now there are many libraries that can abstract things for you.
      Check these out -
      filterpy.readthedocs.io/en/latest/
      github.com/probml/dynamax

    • @alonsorodriguez5613
      @alonsorodriguez5613 2 роки тому +1

      @@KapilSachdeva This is precisely what I was looking for; thank you.
      While watching your tutorial on KF, you mentioned that you would do a tutorial on particle filtering. Do you have any plans on releasing it soon?

    • @KapilSachdeva
      @KapilSachdeva  2 роки тому +1

      Yes. Next year.

  • @sumanpaudel1997
    @sumanpaudel1997 6 місяців тому

    Hi, I have got micrsoft form recognizer api which gives bounding box of 8 coordinates for a given class, how to draw bounding box using that.
    for eg:
    bounding_regions=[BoundingRegion(page_number=1, polygon=[Point(x=33.0, y=496.0), Point(x=169.0, y=496.0), Point(x=168.0, y=532.0), Point(x=33.0, y=532.0)])]
    they haven't provided in the documentation as well, if you could help, I would appreciate it. I have converted it into list like this
    [33.0, 496.0, 169.0, 496.0, 168.0, 532.0, 33.0, 532.0] but don't how to plot.

  • @arbo3688
    @arbo3688 11 місяців тому

    Thanks! But how do you get the coordinate of Giraffe ?

    • @KapilSachdeva
      @KapilSachdeva  10 місяців тому

      Initially you label it i.e. a human being draws a box around the objects of interest and assign it a class

  • @dinosauce-u8f
    @dinosauce-u8f 7 місяців тому

    THANK TYOY SO MUCH

  • @pixilmon
    @pixilmon Рік тому +1

    Thanks