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gengshan-y avatar gengshan-y commented on July 28, 2024

To predict segmentations, you need to clone detectron2 and replace path-to-detectron2-root as the root folder of detectron2 repo in this command.

Please see the updated instruction

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Kana-alt avatar Kana-alt commented on July 28, 2024

Thanks for the reply.
I did as you said.
However, I get the same error.

I've also checked the torch and CUDA versions.
I have installed detectron2 correctly.
What could be the cause?

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gengshan-y avatar gengshan-y commented on July 28, 2024

This line adds the point_rend module to the python path. Could you check whether 'path-to-detectron2-folder/projects/PointRend/' exists?

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gengshan-y avatar gengshan-y commented on July 28, 2024

I updated the way of importing point_rend module to be independent of the detectron repo, but you still need to pass the repo path in order to read the model config files correctly.

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Kana-alt avatar Kana-alt commented on July 28, 2024

'path-to-detectron2-folder/projects/PointRend/
does exist.

When I ran the updated code, I got the following error.
The file pointed to as non-existent by this error exists in the correct location.

Traceback (most recent call last):
File "mask.py", line 49, in
cfg.merge_from_file('%s/projects/PointRend/configs/InstanceSegmentation/pointrend_rcnn_X_101_32x8d_FPN_3x_coco.yaml'%(detbase))
File "/home/shiori/lasr-main/detectron2/detectron2/config/config.py", line 30, in merge_from_file
assert PathManager.isfile(cfg_filename), f"Config file '{cfg_filename}' does not exist!"
AssertionError: Config file './detectron2/projects/PointRend/configs/InstanceSegmentation/pointrend_rcnn_X_101_32x8d_FPN_3x_coco.yaml' does not exist!
/home/kana/lasr-main

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gengshan-y avatar gengshan-y commented on July 28, 2024

Are you able to
ls ./detectron2/projects/PointRend/configs/InstanceSegmentation/pointrend_rcnn_X_101_32x8d_FPN_3x_coco.yaml?

I guess you may have cloned detectron2 to the root folder of lasr, but did not pass detectron2 dir relative to where the command is executed.

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Kana-alt avatar Kana-alt commented on July 28, 2024

I couldn't run "ls".

I'm sorry.
I don't really understand what you mean, but where is the right place to clone it?

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gengshan-y avatar gengshan-y commented on July 28, 2024

If you cloned detectron2 to ./lasr/detectron2, you could cd into ./preprocess, and then run
'python mask.py pika ../detectron2'

The point was to pass the relative path of detectron2 wrt the current folder to mask.py.

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Kana-alt avatar Kana-alt commented on July 28, 2024

Thank you very much.
The problem has been solved.

By the way, where would I have cloned dentron2 to run with the original code?

Also, the first "log" and "tmp" files I created still do not contain anything, is that correct?

"python mask.py pika . After running "python mask.py pika ... /detectron2", the segmentation image is not generated.

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gengshan-y avatar gengshan-y commented on July 28, 2024

It generates data in subfolders under lasr-root/database/DAVIS/

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Kana-alt avatar Kana-alt commented on July 28, 2024

Thank you! The problem has been solved.

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