Struggling to import my object detection training data in Create ML...

I've been trying to get my object detector up and running for weeks assuming its just issues with the beta. Whenever I try and import my training data I get the error message: Training Data Error: Empty table from specified data source. It seems to indicate an issue with my JSON annotations but I've gone over and over it but can't find anything.


Here is the full training data. Help would be wonderful!


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Accepted Reply

Seems like it's fixed in Beta 5.

Replies

You're getting further than I am... Whenever I choose the Object Detection template, Create ML crashes. ;-)


Note that the Create ML docs say the JSON needs to look like this:


From https://developer.apple.com/documentation/createml/mlobjectdetector/datasource

 [
   {
     "imagefilename": "cat and dog.png",
     "annotation":
     [
       {
         "label": "cat",
         "coordinates":
         {
           "y": 2.0,
           "x": 3.9,
           "height": 40.1,
           "width": 20.0
         }
       }

So it looks like some of your JSON isn't the same.

Sorry to hear about your crashes! I took my format from the slides from this talk: https://developer.apple.com/videos/play/wwdc2019/424/

I just tried:


[
  {
        "imagefilename":"image.jpg",
        "annotations":
  [
            {
                "label":"white-0",
                "coordinates":
                {
                    "y": 1261.0,
                    "x": 376.0,
                    "width": 270.0,
                    "height": 141.0
                }
            }
        ]
    }
]


Still no luck!

I've also tried formatting it as suggested in this post: https://forums.developer.apple.com/message/370834#370834

with no success.

Seems like it's fixed in Beta 5.

Does your original json file work in Beta 5? Or did you change the format at all? Thanks

Seems not to be fixed in XCode Beta 6.

I noticed “Empty table from specified data source” may occur if any of the filenames contain spaces. Using Create ML Version 2.0 (53.2.2).