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Modified Residual U-Net (ResUnet) for Image Segmentation

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data_samples

data_samples

 
 

README.md

README.md

 
 

convert_label_tool.py

convert_label_tool.py

 
 

crop_tool.py

crop_tool.py

 
 

generate_data.py

generate_data.py

 
 

model_e_resunet.py

model_e_resunet.py

 
 

model_resunet.py

model_resunet.py

 
 

model_unet.py

model_unet.py

 
 

resize_tool.py

resize_tool.py

 
 

rgb2gray.py

rgb2gray.py

 
 

test.png

test.png

 
 

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Building Extraction with Enhanced ResUnet

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

Data Sample:

picture

Unet:

picture

Enhanced ResUnet:

picture

Sept. 2019

Tran Le Anh

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Modified Residual U-Net (ResUnet) for Image Segmentation

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computer-vision image-processing segmentation unet residual-networks building-extraction

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