https://github.com/m0saan/guitardetect

Deep Learning for Guitars 🎸: Guitar Classifier using CNN
https://github.com/m0saan/guitardetect

cnn cnn-classification deep-neural-networks guitar-classifier

Last synced: 17 days ago
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Deep Learning for Guitars 🎸: Guitar Classifier using CNN

• Host: GitHub
• URL: https://github.com/m0saan/guitardetect
• Owner: m0saan
• License: apache-2.0
• Created: 2023-04-10T10:25:56.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-04-10T18:36:47.000Z (almost 2 years ago)
• Last Synced: 2024-11-16T05:27:32.603Z (3 months ago)
• Topics: cnn, cnn-classification, deep-neural-networks, guitar-classifier
• Language: Jupyter Notebook
• Homepage:
• Size: 1.22 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 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](LICENSE).