MIRNet-Flutter

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MIRNet model is used to enhance a low-light image. Implemented MIR-Net model with TF-Lite.

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# MIRNet Flutter
<img src="screenshots/git_dashes.png">

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

## Screenshots
<p>
    <img height=400 width=200 src="screenshots/splash-screen.jpg"><br>
    <img height=400 width=200 src="screenshots/one.jpg">
    <img height=400 width=200 src="screenshots/two.jpg"><br>
    <img height=400 width=200 src="screenshots/three.jpg">
    <img height=400 width=200 src="screenshots/four.jpg">
</p>

## Project Structure
```
.
├── main.dart
├── services
│   └── transfer.dart
└── views
    └── tansferPage.dart

2 directories, 3 files
```
## Acknowedgement
Reference Paper: https://arxiv.org/pdf/2003.06792v2.pdf<br>
Reference Repositry Link: https://github.com/soumik12345/MIRNet/<br>
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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MIRNet-Flutter

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