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Deep Learning for Guitars 🎸: Guitar Classifier using CNN

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GuitarDetect

GuitarDetect is a deep learning model that classifies different types of guitars from images.

Installation

To install the dependencies required to run the model, run the following command:

pip install -r requirements.txt

Getting Started

To get started with using the GuitarDetect model, follow these steps:

Download or clone the repository to your local machine. Download the dataset (see below for more information).

Dataset

The dataset used to train and test the GuitarDetect model was created using Google Images. It consists of X images of seven different types of guitars:

  • Fender Stratocaster
  • Fender Telecaster
  • Gibson Explorer
  • Gibson Flying V
  • Gibson Les Paul
  • Gibson SG
  • Super Strat

License

The model is licensed under the Apache 2.0 license.

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Deep Learning for Guitars 🎸: Guitar Classifier using CNN

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