Captcha Classification

A multi-class classification model using convolutional neural networks (CNNs) to classify captcha images into different categories.

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Summary Example

Prediction Example

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Requirements

Python 3.x, TensorFlow, Matplotlib

Installation

1. Clone this repository:

git clone https://github.com/Blakley/captcha-classification

2. Install the required dependencies:

pip install -r requirements.txt

Usage

1. Setup the dataset:

   • Download the captcha dataset from Kaggle. Extract the dataset files to the dataset/ directory in the project root.

2. Training the model:

   • Run the main.py script to train the classification model:

   python3 model.py

3. Testing the model:

   • Once the model is trained, you can make predictions on captcha images using the saved model.