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Mapillary dataset not working in google colab #28
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Hi @Raunak-ghost, thanks for your interest in our work. Could you please share the complete Traceback error log? Please ensure you are using the correct dataset registry:
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Yes, so I just completely cloned the current version of the directory on
Google Colab and it's crashing. Also, I can't use the weights and config in
detectron2. It gives me a yaml error. How do I use it with detectron2 ?
Also installed it on a local system and it seems to be giving the same yaml
error.Attaching the screenshot.
Could you please update the google colab example mentioned in the
repository
https://github.com/SHI-Labs/OneFormer
There seems to be a duplicate repository as well which is actually being
used in the google colab example which is -
https://github.com/SHI-Labs/OneFormer-Colab
The google colab example used in the former github repo for which I have
created the issue is working on this github repo and when I try to use the
current one it crashes with different errors I am trying to replicate the
issue on google collab will send you a link as soon as I do.
I am a masters student at Dalhousie University Canada trying to do a
project for object detection.
Regards,
Raunak Bhargava
…On Wed, Mar 8, 2023, 3:09 p.m. Jitesh Jain ***@***.***> wrote:
Hi @Raunak-ghost <https://github.com/Raunak-ghost>, thanks for your
interest in our work. Could you please share the complete Traceback error
log?
Please ensure you are using the correct dataset registry:
mapillary_vistas_panoptic_train, as the things_to_contiguous_id key does
exist for the Mapillary Vistas Panoptic dataset.
https://github.com/SHI-Labs/OneFormer/blob/761189909f392a110a4ead574d85ed3a17fbc8a7/oneformer/data/datasets/register_mapillary_vistas_panoptic.py#L483
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Hi @Raunak-ghost, Sorry, I do not see any screenshots/error information in the previous comment. |
Hi,
I Forgot to attach the screenshot but I tried to use the mapillary weights.
The meta data issue gets resolved but the model seems to be taking a lot of
memory to be run whether locally on a gpu or even a cpu both are
crashing.Expect the same on Google colab as well I couldn't run a make on
google collab which results in a lot of dependency errors, if you could
update the google coab library to reflect that.
How do I use the mapillary pretrained weights is my question. I have 2 3090
Gpu which does not seem to be enough memory for the model although it does
get initiated its ability to run predictions before running out of
memory not to mention multi Gpu does not work.
Regards,
Raunak Bhargava
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Hi @Raunak-ghost, as I asked earlier, please share the errors. I can't help you with a vague For the memory issue, are you able to run ADE20K/Cityscapes/COCO models? If yes, there's probably something else at play here. |
Closing due to inactivity, feel free to open if you have any more issues. |
Hi so I tried to clone the repo in your google colab sample and modified the code to include mapillary it seems to be failling with a meta dictonary erorr in get_config where meta info seems to missing i.e thingstocontiguous id
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