https://github.com/sayannath/mirnet-flutter

MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.
https://github.com/sayannath/mirnet-flutter

android android-app app flutter ios keras mirnet mirnet-flutter mirnet-model mobile stars tensorflow2 tfhub tflite

Last synced: about 2 months ago
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MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

• Host: GitHub
• URL: https://github.com/sayannath/mirnet-flutter
• Owner: sayannath
• License: mit
• Created: 2021-03-06T17:12:14.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2021-07-18T11:54:50.000Z (over 3 years ago)
• Last Synced: 2024-11-02T12:11:48.739Z (2 months ago)
• Topics: android, android-app, app, flutter, ios, keras, mirnet, mirnet-flutter, mirnet-model, mobile, stars, tensorflow2, tfhub, tflite
• Language: Dart
• Homepage: https://tfhub.dev/sayakpaul/lite-model/mirnet-fixed/dr/1
• Size: 137 MB
• Stars: 21
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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# MIRNet Flutter



> MIRNet model is used to enhance a low-light image. Implemented MIRNet TF-Lite Model with Flutter App.

## Description

This flutter app is used to enhance low light images with the help of TF-Lite.

## Links

* Tensorflow Hub: [Link](https://tfhub.dev/sayakpaul/lite-model/mirnet-fixed/dr/1)     [Used TFLite (mirnet-fixed/integer)]


* My Inference Notebook: [Link]( https://github.com/sayannath/Low-Light-Image-Enhancement)

## Screenshots



    


    

    


    

    



## Project Structure

```

.

├── main.dart

├── services

│   └── transfer.dart

└── views

    └── tansferPage.dart

2 directories, 3 files

```

## Acknowedgement

Reference Paper: https://arxiv.org/pdf/2003.06792v2.pdf


Reference Repositry Link: https://github.com/soumik12345/MIRNet/


Reference Repositry Link: https://github.com/sayakpaul/MIRNet-TFLite-TRT/

## How to run

```

1. Open your terminal

2. Copy the command 'git clone https://github.com/sayannath/MIRNet-Flutter.git'

3. cd MIRNet-Flutter

4. flutter pub get [Make sure Flutter is installed]

5. flutter run

```

## Want to Install Flutter?

[Click Here](https://flutter.dev/docs/get-started/install)

## Pull Request

Pull Requests are welcome. Please follow these rules for the ease of understanding:

* Make sure to check for available issues before raising one

* Give me a maximum of 24-48 hours to respond

* Have proper documentation on the parts you are changing/adding

## Developed & Maintained by

[👨 Sayan Nath](https://sayannath.biz/)

[![ForTheBadge built-with-love](http://ForTheBadge.com/images/badges/built-with-love.svg)](https://github.com/sayannath)





  

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