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Remote_Sensing_Road_Extraction

Abstract

Method

Usage

DataSet

DeepGlobe Road Extraction Challenge: There are totally 6226 images with corresponding labels. We split them into training, valid, and test set randomly by 7:1:2. The details of each subset reference files under the data folder. Download from Baiduyun: with extract code: 1kao

Massachusetts Roads Dataset: The road dataset consists of 1108 sets for training part, 49 for testingpart, and 14 for validation part. Download from Baiduyun: with extract code: utjr

HUAWEI Roads Extraction Competition: The road dataset consists of 2 tiles for training part, 1 for testing part. Processed dataset could download from Baiduyun: with extract code: 3t5a

Test

Run test.py

Train

Run train.py

Results

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