https://github.com/cryptobench/discord-image-recognition

A project to classify if a discord users image is the same as an admins or not. This is to catch imposters quickly.
https://github.com/cryptobench/discord-image-recognition

image-classification machine-learning

Last synced: about 1 month ago
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A project to classify if a discord users image is the same as an admins or not. This is to catch imposters quickly.

• Host: GitHub
• URL: https://github.com/cryptobench/discord-image-recognition
• Owner: cryptobench
• Created: 2021-01-30T16:51:44.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2021-03-02T23:56:20.000Z (almost 4 years ago)
• Last Synced: 2024-10-29T07:21:21.753Z (3 months ago)
• Topics: image-classification, machine-learning
• Language: Python
• Homepage:
• Size: 42.5 MB
• Stars: 0
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# discord-image-recognition

## Purpose

The purpose of this project is to train an ML model to classify images of Discord users [in the official Golem Discord](https://chat.golem.network) and check if they use the same image as one of the admins.

There's a lot of scammers in the blockchain space and we would like to eliminate the chance of a user getting scammed in our Discord. To do that we have several mechanisms but monitoring

profile pictures would increase the amount of scammers we can catch significantly due to them often impersonating an admin and contacting users privately.

# Installation

A docker image is in the repository that contains all the things needed to run the example. You just need to have a NVIDIA GPU available.

Please also download the "cuda" directory [here](https://drive.google.com/file/d/1JdvsELk8LmNgia52S06rPOFpfCZatpFv/view?usp=sharing) and place it in the root directory of the project. The dockerfile copies that directory into the container.