https://github.com/efecanxrd/chess-piece-classification

Chess Piece Image recognition with using CNN
https://github.com/efecanxrd/chess-piece-classification

chess-pieces classification cnn deep-learning image-classification keras keras-tensorflow machine-learning python python3 tensorflow

Last synced: 22 days ago
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Chess Piece Image recognition with using CNN

• Host: GitHub
• URL: https://github.com/efecanxrd/chess-piece-classification
• Owner: efecanxrd
• License: mit
• Created: 2022-05-14T16:12:02.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-08-21T10:02:58.000Z (over 2 years ago)
• Last Synced: 2024-11-15T04:42:03.174Z (3 months ago)
• Topics: chess-pieces, classification, cnn, deep-learning, image-classification, keras, keras-tensorflow, machine-learning, python, python3, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 244 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Chess Piece Classification

![EfecanLogo](https://avatars.githubusercontent.com/u/66366306?s=100&u=dc5e6f5b4a05d07958d9a867b803760aa2b1613e&v=4)

## Classifying chess pieces using tensorflow keras

![XhW](https://i.imgur.com/qHAcfhX.gif)

## Setup This Project

### Install Python3x

- I recommend that you install Python3.8x

### Install Libraries

- Then you can install the modules by typing ```pip install -r requirements.txt``` in the terminal 

### Download the data

[Download the Dataset](https://www.kaggle.com/datasets/niteshfre/chessman-image-dataset)

## How this is working?

Our program is running on jupyter notebook. We train and classify the dataset with Keras models