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Make-Zenerator / voice2face-data

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πŸ”Š Voice2Face-Data

Project Structure

code
┣ audio
┃ ┣ audio_check_dB.py
┃ ┣ audio_crop.py
┃ ┣ audio_remove_noise.py
┃ ┣ audio_to_mfcc.py
┃ β”— audio_wav_cropping.py
┣ crawling
┃ ┣ crawling_detect.py
┃ ┣ crawling_rename_video.py
┃ ┣ crawling_select_csv.py
┃ ┣ crawling_urlsave.py
┃ β”— crawling_videosave.py
┣ EDA
┃ ┣ EDA_deepfake.ipynb
┃ ┣ EDA_HQvoxceleb.ipynb
┃ ┣ EDA_OLKAVS.ipynb
┃ β”— EDA_survey.ipynb
┣ image
┃ ┣ image_clipseg2.py
┃ β”— image_face_frame.py
┣ preprocess
┃ ┣ preprocess_file_tree_csv.py
┃ β”— preprocess_image_gender_csv.py
┣ relabel
┃ ┣ relabel_detect_getframe.py
┃ ┣ relabel_select_csv.py
┃ β”— relabel_Vox_age.py
┣ total
┃ ┣ total_audio_video_image.py
┃ β”— total_origin_remove.py
β”— video
  ┣ video_clipimage.py
  β”— video_download.py
β”— README.md
β”— requirements.txt
β”— airflow_docker 
β”— Dockerfile
...

Usage

audio

crawling

EDA

image

preprocess

relabel

video

total

Getting Started

Setting up Virtual Environment

  1. Initialize and update the server

su -

source .bashrc
  1. Create and Activate a virtual environment in the project directory

conda create -n env python=3.8

conda activate env
  1. To deactivate and exit the virtual environment, simply run:

deactivate

Install Requirements

To Install the necessary packages listed in requirements.txt, run the following command while your virtual environment is activated:


pip install -r requirements.txt

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