lintaopeng/u-shape_transformer_for_underwater_image_enhancement

U-shape Transformer for Underwater Image Enhancement

u-shape_transformer_for_underwater_image_enhancement's Issues

你好，用您提供的预训练模型和测试集得到的结果颜色校正很好，不过为什么分辨率很低呢，感觉看不清楚

作者，可以提供一下测试脚本吗，目前只见到了psnr的，求ssim和其它几个的测试脚本

数据集

您好，感谢您和您团队的贡献。能否将您训练和测试使用的数据集发我一份呢？我的邮箱是：[email protected].
祝：科研进步，身体健康。

LSUI dataset download

I would like to explore the LSUI dataset, but I cannot figure out a way to download it. Please let me know the steps for downloading it.

只能输出方形的图片吗？

如果想修改成输出和原图尺寸相同该如何修改呢？

skimage compare_psnr function has been removed

In net/utils.py, the compare_psnr function from skimage.measure.simple_metrics has been removed by skimage causing the code to not run.

UCIQE和UIQM的实现代码

这真是一个非常棒的工作！对水下图像的增强效果很好。请问可以提供一下UCIQE和UIQM的实现代码吗？如果可以，学生感激不尽

能否提供一下LSUI的语义分割图像数据！

感谢作者精彩的工作，请问作者方便提供一下数据集LSUI的语义分割图像数据吗？万分感谢！

请问一下如果我想自定义图像输入的大小应该修改哪些参数

How to enhance 1920 x 1080 size image

Hi, I am a newbie, can I output in 1920*1080 images with the weights you provided?
I tried to split the images into 256 x 256 size squares and enhanced it. Then combined them back to output image

It looks like this and my input image looks like this

数据库

请问您发布的数据库来自多个已有的数据集，是否还能将UIEB，EUVP作为测试集呢？

Dataset

Hello!
Is it possible for you to share the dataset to be used only for academic purposes?
Cheers

Training Strategy.

Why is it suggested to train the first 600 epochs with L2 and the last 200 with L1?

能否提供一下LSUI的语义分割图像

感谢您提供的优质方法，我想使用LSUI数据集进行下一步的语义分割实验，能否提供一下语义分割的图像来进行实验呢

about UIQM and UCIQE

您好，我使用您的计算UIQM和UCIQE的代码在UIEB无参照的60张图片上进行了计算，即您的论文 TABLE IV 中的第一行，但是计算的结果和论文的结果差异巨大，请问是我有什么参数或者细节弄错了吗？计算的代码是您项目中的 .ipynb_checkpoints/test_无参考-checkpoint.ipynb

训练时候的问题

请问网络训练总共需要多长时间，因为在transformer模块会涉及图像拼接，会不会出现棋盘效应呢？

您好，数据集下载链接失效了，请问是否可以重新上传一下

UIEB数据集划分

您好，我看到您在论文中报告了UIEB相关指标，这个数据集没有官方的训练集和测试集的划分，我像请问您是如何划分的数据集呢？在您论文中，其他算法的结果是您自己在您划分的数据集上跑了一下，还是怎么得到的呢？

请问一下用了您的代码训练过程中输出到image/result目录下的图片为什么都是黑色的

Size of the output enhanced image

Hi, I am a newbie, can I output only 216*216 images with the weights you provided?

作者，可以提供一下测试脚本吗，目前只见到了psnr的，求

About Depth Measurements in LSUI Dataset

Could you please provide information on the actual depth measurements for the LSUI dataset?

pre-trained model

can you provide the pre-trained model by Train-U and test dataset including Test-L504 and Test-U90?

Request for Access to Image Training and Testing Data for Academic Research

Could I kindly inquire if it would be possible to access the lists of images utilized during the training and testing stages, for academic purposes?

数据集有无水印版本吗

论文中配图无水印但是下载的数据集带水印，能提供无水印的版本吗

想问一下train 和trainL1有什么区别

你好，我想问问第一次训练是用train.ipynb， 那trainL1是什么时候用呢

How to calculate output image evaluation indicators such as UCIQE, UIQM, SSIM

I would like to count the evaluation indicators of the output image after reasoning, is there a code for calculation?

训练集

请问您划分的训练和测试的真实数据在哪里呢

请问一下CIE2000指标的计算过程是怎样的呢? 没有找到合适的代码

测试结果

请问为什么我按照您的要求来操作测试的结果差距还挺大，psnr能测试高点但是我的SSIM测试的结果却很低

Cannot Download Dataset from Baidu.

Hello I am from India. I dont have the Baidu access.
Is there any other source for the Dataset?

数据集下载

您好，请问 LSUI 数据集下载的百度网盘提取码是什么。我已经发送邮件了，但还未收到回复

能否提供一下分割数据集和介质传输图

感谢你们提出的优秀的方法，请问能否提供分割数据集和介质传输图，用于后续的学习和实习

Conflict Between modules

I Tried installing scikit-image still facing no module

ModuleNotFoundError Traceback (most recent call last)
Cell In[15], line 16
14 from net.Ushape_Trans import *
15 #from dataset import prepare_data, Dataset
---> 16 from net.utils import *
17 import cv2
18 import matplotlib.pyplot as plt
3 import torch.nn as nn
4 import numpy as np
----> 5 from skimage.measure.simple_metrics import compare_psnr
6 from torchvision import models
9 def weights_init_kaiming(m):

ModuleNotFoundError: No module named 'skimage.measure.simple_metrics'

LSUI数据集分享

你的LSUI数据集下载连接中只有raw和GT，能否上传完整的数据（包括传输图和语义分割图）呢

about the training and testing data

Can you provide your image lists in the training and testing stage? The samples in the test folder are not all of the testing data.