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jorder-e-deep-image-deraining-tpami-2019-journal's Introduction

JORDER_E-Deep-Image-Deraining-TPAMI-2019-Journal

This website shares codes of the "Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks", TPAMI-2019.

Prerequisites

  1. Linux
  2. Python 3.6
  3. NVIDIA GPU + CUDA CuDNN (CUDA 8.0+)
  4. Pytorch 0.4.1
  5. SciPy v1.1.0

Example

Please refer to ./src/train.sh

Heavy Rain-Oriented Pretrained Streak Removal Model

We provide a heavy rain-oriented pretrained streak removal model in the testing_practical directory.

Please refer to ./testing_practical/src/test.sh to see the usage example.

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jorder-e-deep-image-deraining-tpami-2019-journal's Issues

I keep getting this error even after installing scipy 1.1.0.

While trying to run main.py in testing_practical/src using Google Colab, I keep getting this error:

self.ckp.log[-1, idx_scale] = eval_acc / len(self.loader_test)
ZeroDivisionError: division by zero

I have already tried keeping the images in the rain folder inside the data folder in the main directory.

ZeroDivisionError:division by zero

testing_practical/src/trainer.py, line 125, in train
print(loss1_all/cnt)

cnt always equals to 0,

for batch,() in enumerate(self.loader_train):
this part doesn't execute leading to the ZeroDivisionError,
but I don't know why

Rain100L,Rain100H测试数据集图片数量

您好,我猜您应该是**人,我就直接用中文留言了

关于数据集有两个问题:
(1)我看您cvpr2017论文Deep Joint Rain Detection and Removal from a Single Image中测试数据集采用RAIN100L,RAIN100H和RAIN12,rain12我看有12对图片,而从http://www.icst.pku.edu.cn/struct/Projects/joint_rain_removal.html 下载的测试集rain_data_test_Light和rain_data_test_heavy各自包含200对图片,请问您论文中的Rain100L/H是选的哪一部分图啊
(2)训练集,您论文中说选自BSD300,但是从上述网站下载的有18002对图片,我想请问您是直接用这18002图直接训练的么

about test

image
hello Why do I get the following error when I want to test

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