MIRNet

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

Lanuch Notebooks:

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

Trained on 128x128 patches: https://drive.google.com/file/d/1sUlRD5MTRKKGxtqyYDpTv7T3jOW6aVAL/view?usp=sharing
Trained on 256x256 patches: 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},
}

Tensorflow implementation of MIRNet for Low-light image enhancement

Related tags

Overview

MIRNet

Pre-trained Weights

Citation

Owner

Soumik Rakshit

DL course co-developed by YSDA, HSE and Skoltech

Intrusion Test Tool with Python

dyld_shared_cache processing / Single-Image loading for BinaryNinja

CAR-API: Cityscapes Attributes Recognition API

Automatically measure the facial Width-To-Height ratio and get facial analysis results provided by Microsoft Azure

RATCHET is a Medical Transformer for Chest X-ray Diagnosis and Reporting

Motion planning environment for Sampling-based Planners

covid question answering datasets and fine tuned models

Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT

Deep Learning agent of Starcraft2, similar to AlphaStar of DeepMind except size of network.

ICCV2021 Papers with Code

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

Reinforcement Learning for Automated Trading

[ICCV'21] Official implementation for the paper Social NCE: Contrastive Learning of Socially-aware Motion Representations

This repository implements WGAN_GP.

Frequency Spectrum Augmentation Consistency for Domain Adaptive Object Detection

MLOps will help you to understand how to build a Continuous Integration and Continuous Delivery pipeline for an ML/AI project.

GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles

A small tool to joint picture including gif

Cooperative multi-agent reinforcement learning for high-dimensional nonequilibrium control