Create README.md

README.md

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+---
+license: other
+library_name: keras
+tags:
+- keras
+- kaggle
+- mirnet
+---
+# MIRNet
+
+[![](https://static.streamlit.io/badges/streamlit_badge_black_white.svg)](https://share.streamlit.io/soumik12345/mirnet/app.py)
+
+Tensorflow implementation of the MIRNet architecture as proposed by [Learning Enriched Features for Real Image
+Restoration and Enhancement](https://arxiv.org/pdf/2003.06792v2.pdf).
+
+**Lanuch Notebooks:** [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/soumik12345/MIRNet/HEAD)
+
+**Wandb Logs:** [https://wandb.ai/19soumik-rakshit96/mirnet](https://wandb.ai/19soumik-rakshit96/mirnet)
+
+**Blog Post:** [https://keras.io/examples/vision/mirnet/](https://keras.io/examples/vision/mirnet/)
+
+**TFLite Variant of MIRNet:** [https://github.com/sayakpaul/MIRNet-TFLite](https://github.com/sayakpaul/MIRNet-TFLite).
+
+**TFLite Models on Tensorflow Hub:** [https://tfhub.dev/sayakpaul/lite-model/mirnet-fixed/dr/1](https://tfhub.dev/sayakpaul/lite-model/mirnet-fixed/dr/1).
+
+**Tensorflow JS Variant of MIRNet:** [https://github.com/Rishit-dagli/MIRNet-TFJS](https://github.com/Rishit-dagli/MIRNet-TFJS).
+
+![](./assets/mirnet_architecture.png)
+
+![](./assets/lol_results.gif)
+
+## Pre-trained Weights
+
+- **Trained on 128x128 patches:** [https://drive.google.com/file/d/1sUlRD5MTRKKGxtqyYDpTv7T3jOW6aVAL/view?usp=sharing](https://drive.google.com/file/d/1sUlRD5MTRKKGxtqyYDpTv7T3jOW6aVAL/view?usp=sharing)
+
+- **Trained on 256x256 patches:** [https://drive.google.com/file/d/1sUlRD5MTRKKGxtqyYDpTv7T3jOW6aVAL/view?usp=sharing](https://drive.google.com/file/d/1sUlRD5MTRKKGxtqyYDpTv7T3jOW6aVAL/view?usp=sharing)
+
+## Citation
+
+```
+@misc{
+    2003.06792,
+    Author = {Syed Waqas Zamir and Aditya Arora and Salman Khan and Munawar Hayat and Fahad Shahbaz Khan and Ming-Hsuan Yang and Ling Shao},
+    Title = {Learning Enriched Features for Real Image Restoration and Enhancement},
+    Year = {2020},
+    Eprint = {arXiv:2003.06792},
+}
+```