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Iris Classifier é uma aplicação que utiliza uma rede neural para prever a classe de uma flor da espécie Iris. A predição ocorre com base nos valores fornecidos pelo usuário.

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joaovictornsv/iris-classifier

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Iris Classifier

Iris Classifier é uma aplicação cujo objetivo é prever a classe da flor de Iris com base nas medições informadas pelo usuário. A predição ocorre através de uma rede neural desenvolvida em Python.

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About the project  |  Technologies  |  How To Use   |   Contributing   |   License


📖 About the project

The project contains the following functionalities:

  • Python neural network API 🧠
    • This API receives some parameters about the measurements of the flower and based on that it make the prediction of its class.
    • Its are created by my friend Lucas Bivar
    • To read more about the API, access the repository: Iris Classifier API

  • Light e Dark Themes 🌞🌚
    • The theme is saved in localStorage and is automatically switched
  • Formulary validation with Formik and Yup 📄✅
    • The submission does not make a request if the input fields are invalid
  • Animations with Lottie 🪐
    • Loading the result and changing the theme with fluid animations
  • Animated background with particles.js ✨
    • The website background contains a special animation created using particles.js

🚀 Technologies


ℹ️ How To Use

To clone and run this application, you'll need Git, Node.js v10.16 or higher + Yarn v1.13 or higher installed on your computer. From your command line:

# Clone this repository
$ git clone https://github.com/joaovictornsv/iris-classifier

# Go into the repository
$ cd iris-classifier

# Install dependencies and run the server
$ yarn install
$ yarn dev

🎁 Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change. Please make sure to update tests as appropriate.


📝 License

  • ⚖️ MIT License - About

Profile Made with 💙 by João Victor

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Iris Classifier é uma aplicação que utiliza uma rede neural para prever a classe de uma flor da espécie Iris. A predição ocorre com base nos valores fornecidos pelo usuário.

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