Tensorflow implementation of MIRNet for Low-light image enhancement

Related tags

Deep Learningcomputer-visiondeep-learningtensorflowimage-restorationtensorflow2streamlitlow-light-image-enhancementstreamlit-webappmirnet
Overview

MIRNet

Tensorflow implementation of the MIRNet architecture as proposed by Learning Enriched Features for Real Image Restoration and Enhancement.

Lanuch Notebooks: Binder

Wandb Logs: https://wandb.ai/19soumik-rakshit96/mirnet

TFLite Variant of MIRNet: https://github.com/sayakpaul/MIRNet-TFLite.

TFLite Models on Tensorflow Hub: https://tfhub.dev/sayakpaul/lite-model/mirnet-fixed/dr/1.

Tensorflow JS Variant of MIRNet: https://github.com/Rishit-dagli/MIRNet-TFJS.

Pre-trained Weights

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},
}
Owner
Soumik Rakshit
Wit Beyond Measure is Man's Greatest Treasure
Soumik Rakshit
GitHub Repository https://share.streamlit.io/soumik12345/mirnet/app.py
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