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More complex Auto annotation handling? #501
Some of the openvino models require a significant amount of post processing. Specifically the text detection model outputs a [1x2x192x320] matrix and a [1x16x192x320] matrix that need to be combined together to create the bounding boxes.
See here for an example of the post processing calculations (
Is there a good way to do this with the current autoannotation app? I think with the limited keywords the answer is not currently, but wanted to make sure I wasn't missing anything.
Is there a reason the security model is like that? One option would be to make only administrators capable of uploading new models, or requiring administrator privileges to execute more privileged code.
There's more structural issues with the code, since the first output is automatically selected in the code base currently. See this line of code where the
This is a great project, btw! Thanks for all your hard work!
@benhoff , need to think about administrator privileges for such code and don't restrict the python environment. I hope it is a solution.
The feature is relatively new. Let's improve it together. If you send us a PR I will be happy to accept it. Otherwise definitely we will fix your findings in the future.