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This is a CNN for Polarimetric SAR Image Classification

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SAR-Image-Recognition

This is a CNN for Polarimetric SAR Image Classification

datasets

The original datasets can be downloaded from here.

The datasets used in this project can be downloaded from here.

Flevoland

The image size is 750 × 1024 pixels. The resolution is 6.6 m in the slant range direction and 12.1 m in the azimuth direction.

Six-channels image display

SAR data

ground truth display

SAR ground truth

Network architecture

The prototype of the network structure

network structure

Train and Test

Training accuracy curve

Train curve

Test accuracy: 98.62%

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This is a CNN for Polarimetric SAR Image Classification

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  • Python 100.0%