RMiftakhov/EFramework-SeismicSelfDenoise2D

EFramework-SeismicSelfDenoise2D

Add-on for EFramework - democratize the use of AI/ML tools for Energy.

This repo is an adaptation of the 2D Self Supervised Seismic Denoising by Claire (Links: Paper, GitHub)

Step 1 - EFramework Installation

1. Clone the repo git clone https://github.com/RMiftakhov/EFramework
2. Lauch a terminal in the EFramework folder
3. Create a new conda enviroment conda env create -f environment.yml
4. Activate the enviroment conda activate EFramework
5. cd ../

Step 2 - Install the add-on

1. Clone this repo git clone https://github.com/RMiftakhov/EFramework-SeismicSelfDenoise2D
2. Copy all the files from pages director EFramework-SeismicSelfDenoise2D/pages/ to EFramework/pages/
3. Copy all the folders from EFramework-SeismicSelfDenoise2D/appdata/ to EFramework/appdata/
4. Install torch
   for MacOS conda install pytorch torchvision torchaudio -c pytorch for Windows conda install pytorch torchvision torchaudio cpuonly -c pytorch or conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
5. Goto folder EFramework
6. Run streamlit server streamlit run Hello.py