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CrohnEngineer avatar CrohnEngineer commented on June 14, 2024

Hey @Rafiur ,

thanks for passing by!
Seems like you're trying to install as a package "conda-forge", which instead is a channel for downloading packages.
To replicate our environment just clone our repo, and then from the bash execute the following lines:

$ conda env create -f environment.yml
$ conda activate icpr2020

On what kind of dataset do you want to train on?
Please be aware that this is a repository for replicating the results of a scientific paper, so the pipeline is tailored to the two datasets we have used (i.e., Deep Fake Detection Challenge and FaceForensics++).
Bests,

Edoardo

from icpr2020dfdc.

Rafiur avatar Rafiur commented on June 14, 2024

The error still occurs when I run "conda env create -f environment.yml" on ananconda prompt
error_1

yes I have seen that the repository is tailored for two datasets but I was hoping to know the preprocessing procedure of the dataset and how to do that

from icpr2020dfdc.

nicobonne avatar nicobonne commented on June 14, 2024

Hey @Rafiur,
I just managed to recreate the environment from scratch under Ubuntu 20.10, so I think the error is related to Windows specific packages managed by Anaconda. I don't have a solution for you, try updating/reinstalling Anaconda hoping for an improvement. In general, I saw many people here using Windows without this problem, so my guess is that there is something broken in your Anaconda configuration. Maybe @CrohnEngineer has some Windows specific hints to share.

Regarding the training with your dataset: we don't cover this in our scripts. If you are really motivated in doing so, the steps to follow are:

  1. indexing videos by modifying one of the index scripts index_dfdc.py or index_ffpp.py
  2. extracting faces by modifing extract_faces.py

then it should be straightforward using one of the training scripts and test them accordingly.

from icpr2020dfdc.

Rafiur avatar Rafiur commented on June 14, 2024

Yes, it seems it was an issue on my end as I have done the same on another windows device and no error occurred.
I will try to do so following the given steps. Thank you for the valuable feedbacks.

from icpr2020dfdc.

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