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About the developer

gmayday1997
142 Stars 57 Forks MIT License 29 Commits 14 Opened issues

Description

pytorch implementation of scene change detection

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Fully Convolutional Siamese Network for Scene Change Detection

img1

Requirements

Datasets

This repo is built for scene change detection. We report the performance on three datasets.

Directory Structure

File Structure is as follows:

$T0_image_path/*.jpg
$T1_image_path/*.jpg
$ground_truth_path/*.jpg

Pretrained Model

Backbone model, which is deeplabv2 [baiduyun] [googledriver]in our work, is available, you should download it and put it to

/pretrain

Pretrained models for PCD2015 and VLCMUCD also have been available.

Training

cd $SCD_ROOT
python train.py

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