FCN_segmentation

Implementing the paper: Fully Convolutional Networks for Semantic Segmentation

Introduction

This code simplely implement the paper Fully Convolutional Networks for Semantic Segmentation

Dataset

Dataset is a little small, we just use PASCAL VOC 2007, which includes about 400 segmentation iamges.

Dataset PASCAL VOC 2007: https://pjreddie.com/media/files/VOCtrainval_06-Nov-2007.tar

pretrained vgg16: https://drive.google.com/open?id=1LTptCY96ABAUlJHUJq6MhqNrDQN7JfQP

1. putting vgg16.npy into the folder 'vgg_para'
2. unzipping VOCtrainval_06-Nov-2007.tar and

Requirements

1. python 3.5
2. tensorflow-gpu 1.4.0
3. pillow
4. scipy
5. numpy
6. matplotlib

Results

Movie	IMG1	IMG2
I Am Legend
Resident Evil
The Walking Dead