项目作者: block98k

项目描述 :
用ae降噪,并测试模型的泛化能力
高级语言: Jupyter Notebook
项目地址: git://github.com/block98k/keras-ae.git
创建时间: 2018-06-11T05:14:20Z
项目社区:https://github.com/block98k/keras-ae

开源协议:MIT License

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Denoise-AE

Deep convolutional autoencoder.
Use keras with tensorflow backend.
This project is a homework of deeplearing course of Shenlan College.

Results

First row: original images
Second row: images add Gaussian noise with random stddev
Third row: results with second row as inputs

Usage

  1. git clone https://github.com/block98k/keras-ae.git
  2. cd ./keras-ae
  3. jupyter notebook keras-ae2.ipynb

Prerequisites

tensorflow 1.0 or above
numpy
scipy
jupyter