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Implementation of FCN (8/16/32) in Tensorflow. 🌀 在TensorFlow框架下实现 FCN (全卷积神经网络) 。

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Image Segmentation

Update 31-05-2017: There're some programs of image segmentation written by myself, and still in edition.

Introduction

Completed with Caffe and Tensorflow, in Python2.7.

Including: FCN(8/16/32), SegNet.

Usage

  • run "cd FCN/" to find code files
  • run "run.sh" to generated the image you need

Requirements

  • Python2.7

  • Tensorflow-gpu

Demo

Original Image:

Original Image

FCN32_upsampled_Image:

FCN32_upsampled_Image

FCN16_upsampled_Image:

FCN16_upsampled_Image

FCN8_upsampled_Image:

FCN8_upsampled_Image

SegNeted_Image:

SegNeted_Image

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Implementation of FCN (8/16/32) in Tensorflow. 🌀 在TensorFlow框架下实现 FCN (全卷积神经网络) 。

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