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YOLOv5-ReCaptcha

A proof of concept Recaptcha solver using YOLOv5. This tutorial shows that with a better trained object detection weight file, ReCaptcha can be easily solved.

Installation

Install requirements and download pretrained weights:

$ pip3 install -r ./docs/requirements.txt

Quick start

In this part, we will use pretrained weights to make predictions on ReCaptcha.

$ python image_demo.py

find find2

TODO:

  • Click images using their pixel positions after finding objects and click VERIFY.
  • Using NLP to find relation between "find buses" -> "bus" etc.
  • Solve multiple screens such as "skip" or "until no objects left".

Credits:

Ozankaraali