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I have been having problems uploading data-sets to the workbench. The data-sets have all been in the image net format as described in the documentation. The work bench is recognizing the data-set to be of type 'ImageNet' but throws an error saying 'Cannot find annotation file. Any support with this issue would be greatly appreciated.
Thanks in advance.
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Hi Andrew,
Thanks for reaching out.
Can you confirm that there is an annotation file in the dataset, which is organized as mentioned in the supported dataset formats ?
Regards,
Jaivin James
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Hi Jaivin,
Thanks for the response. Yes, I have ensured the data-set includes an annotation file in the format described on your website. As a said in my previous post, the workbench recognises that the data-set is in the ImageNet format and throws an error ‘Annotation File Not found’. If I upload the same data-set without the annotation.txt file I get a different error: ‘Unknown dataset format’. So clearly, the file can be found. The workbench auto-generated data-sets load without issue but I am unable to locate these for a direct comparison. I have examined the DL Workbench Logs which provide a path to a directory where these auto-generated data-sets supposedly written to, however the specified directory does not appear to exist when i attempt to navigate to the specified location.
Further assistance would be greatly appreciated.
Thanks in advance.
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Hi Andrew,
It seems like the issue is with the dataset structure. The auto-generated datasets can be found inside the docker container. You may navigate to the specified dataset directory after running the below command:
docker exec -it <CONTAINER ID> bash
To get the running container id:
docker ps
Feel free to ask any additional questions.
Regards,
Jaivin
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Hi;
If someone still facing this problem, in my case the content of the annotation file seems non valid as I used the classes names as labels IDs which is not accepted, so I just changed the labels IDs with the numbers and it loaded as expected.
I hope this helps.
Regards.
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