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dale's Introduction

DALE : Dark Region-Aware Low-light Image Enhancement (BMVC 2020)

Introduction

This repository is an official Pytorch implement of the paper "DALE: Dark Region-Aware Low-light Image Enhancement" from BMVC2020.

📣paper

Main Contribution

Proposed a new attention module to recognize dark areas.

Propose a novel low-light enhancement method using the proposed dark-aware visual attention.

Network

DALE_network

Visual Attention Map

DALE_visual_attention_map

Code

model & test code : Now Updated! 🎈

Requirements

- Python 3.6
- Pytorch >= 1.0.0
- Visdom
- PIL
- SciPy

Demo

Results

Visual Results

Qualitative Result. DALE & DALEGAN -> ours🧐 DALE_visual

LOE Result Visualization (Our Result : Less distortion & Sufficient Light 😍) DALE_LOE

Quantitative Results

DALE_table

dale's People

Contributors

dokyeongk avatar highgui avatar

Stargazers

Liang avatar Shouhong Guo avatar Amelia avatar avatar avatar avatar avatar avatar SI avatar avatar avatar avatar avatar avatar jie avatar avatar avatar avatar avatar Aditya Sharma avatar Huệ avatar avatar avatar avatar Yeongeun Kang avatar avatar Junhui Kim avatar csm-kr avatar

Watchers

刘国友 avatar avatar Jing Chen avatar

Forkers

scott-mao yysu-888 realtyc perseverancelx

dale's Issues

How to run this code?

I'm getting below error while running main.py

(CGANTF) C:\Users\E\Downloads\DALE-master\DALE-master>python main.py
Traceback (most recent call last):
  File "main.py", line 6, in <module>
    running_type = opt.running_type
AttributeError: 'Namespace' object has no attribute 'running_type'

Dataset and SLIC

Dear dokyeongK，

Thank you very much for your AMAZING work. Do you plan to open source the data set of van and SLIC preprocessing code in the future.

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