https://github.com/shubham0204/scikit_learn_android_demo

An Android app that runs a scikit-learn model converted to the ONNX format
https://github.com/shubham0204/scikit_learn_android_demo

android android-application deployment kotlin-android machine-learning scikit-learn scikitlearn-machine-learning

Last synced: 3 months ago
JSON representation

An Android app that runs a scikit-learn model converted to the ONNX format

• Host: GitHub
• URL: https://github.com/shubham0204/scikit_learn_android_demo
• Owner: shubham0204
• License: apache-2.0
• Created: 2022-08-20T04:39:48.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-02-25T02:14:55.000Z (over 1 year ago)
• Last Synced: 2025-05-28T16:58:22.253Z (4 months ago)
• Topics: android, android-application, deployment, kotlin-android, machine-learning, scikit-learn, scikitlearn-machine-learning
• Language: Kotlin
• Homepage: https://towardsdatascience.com/deploying-scikit-learn-models-in-android-apps-with-onnx-b3adabe16bab
• Size: 409 KB
• Stars: 16
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

Awesome Lists containing this project

README

          
# Using scikit-learn Models In Android Applications

This project demonstrates the use of a scikit-learn model in an Android app using ONNX as a bridge between both the frameworks.

![Demo of the app](images/sklearn_model_demo_android.gif)

## Getting Started

1. Clone this repository and open the resulting project in Android Studio,

```

>> git clone https://github.com/shubham0204/Scikit_Learn_Android_Demo

```

2. Read the blog [Deploying Scikit-Learn Models In Android Apps With ONNX](https://towardsdatascience.com/deploying-scikit-learn-models-in-android-apps-with-onnx-b3adabe16bab) to follow the procedure for your model. The code included in this blog is available as an [Google Colab notebook](https://colab.research.google.com/github/shubham0204/Google_Colab_Notebooks/blob/main/Sklearn_to_ONNX_Conversion.ipynb).

3. Place your `.ort` model in the `app/src/main/res/raw` folder.