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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 Travis Language License AD

Update 03-06-2017: On the basis of learning from others, these programs of image segmentation written by myself, and still in a modified state.

Overview

Completed with Tensorflow, in Python2.7.

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

Usage

  • Use 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

License

MIT

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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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