CAPTCHAred (CAPTURED)

📌 Introduction

A sequential machine learning model to solve 5 character captchas with remarkable efficiency. The model was trained on around 1070 images which were initially pre-processed using openCV to remove the line that usually cuts the captcha image. The model finally predicted the image label with the accuracy of 89.32.

🏁 Technology Stack

• keras
• openCV
• sklearn

💯 Accuracy

89.32

🏃‍♂️ Local Installation

1. Drop a ⭐ on the Github Repository.
2. Clone the Repo by going to your local Git Client and pushing in the command:

https://github.com/atarax665/CAPTCHAred.git

3. Install the requirements:

pip install -r requirements.txt

4. At last, run the python notebook.

📜 LICENSE

MIT