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This is the setup I used to create my Reddit Bot that attempts to classify images as NSFW or SFW. This could be used to create any type of image classifier though using FastAI.

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ClarityCoders/RedditBot-FastAI

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ignore_images
ignore_images
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
Train_Colab.ipynb
Train_Colab.ipynb
 
 
reddit_Post.py
reddit_Post.py
 
 
requirements.txt
requirements.txt
 
 
training.py
training.py
 
 

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Create a reddit account!

  • Signup for a reddit account.
  • Select the "Are you a developer? Create an app button" Here.
  • Give you program a name and a redirect URL(http://localhost).
  • On the final screen note your client id and secret.
Create Account Access Developer Name ID and secret

Upload Data and Train your network.

  • I chose to upload all of my data to Google Drive and train VIA Google Colab.
  • The file I trained with on Colab is Train_Colab.ipynb
  • After training you can download your PKL file and add it to the project.

Running the Bot.

  • To run the bot you will need to install Pytorch.
  • Make sure you have a 64 bit version of Python I would recomend 3.6 or above.
  • Install the rest of the dependencies using... pip install -r requirements.txt
  • Then run reddit_Post.py and enter your reddit credentials.

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This is the setup I used to create my Reddit Bot that attempts to classify images as NSFW or SFW. This could be used to create any type of image classifier though using FastAI.

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