Image Processing - Make noise images clean

Related tags

Image ProcessingDnCNN
Overview

影像處理-影像降躁化(去躁化)

(Image Processing - Make Noise Images Clean)
得力於電腦效能的大幅提升以及GPU的平行運算架構,讓我們能夠更快速且有效地訓練AI,並將AI技術應用於不同領域。本篇將帶給大家的是 「將深度學習應用於影像處理中的影像降躁化 」,透過影像降躁的處理能得較為「平順」、「平滑」的影像,這些經過處理的影像可以進行後續的分析或是深度學習的模型訓練。

API安裝(Build environment)

此專案所使用得API版本
(API version for this project)

  • Pytorch(torch): 1.9.0+cu102
  • Numpy : 1.21.2
  • Skimage : 0.16.2
  • TensorboradX : 2.4

Notice:

  • Skimage的版本不是最新,若使用最新版本將無法使用compare_psnr函式.
    ( Skimage version is not the latest. You can't call the functioncompare_psnr if you use the latest one. )
  • 可以透過pip3 install來安裝所需要的API.
    (You can install APIs with the instructionpip3 install)
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