83d02d08feabaca88b65875318cb79a5e9e7b9c4,src/generate_class_specific_samples.py,ClassSpecificImageGeneration,generate,#ClassSpecificImageGeneration#,32

Before Change


            // Recreate image
            self.created_image = recreate_image(self.processed_image)
            // Save image
            cv2.imwrite("../generated/c_specific_iteration_"+str(i)+".jpg", self.created_image)
        return self.processed_image


if __name__ == "__main__":

After Change


            // Update image
            optimizer.step()
            // Recreate image
            self.created_image = recreate_image(self.processed_image)
            if i % 10 == 0:
                // Save image
                im_path = "../generated/c_specific_iteration_"+str(i)+".jpg"
                save_image(self.created_image, im_path)
        return self.processed_image


if __name__ == "__main__":
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 10

Instances


Project Name: utkuozbulak/pytorch-cnn-visualizations
Commit Name: 83d02d08feabaca88b65875318cb79a5e9e7b9c4
Time: 2018-11-17
Author: utku.ozbulak@gmail.com
File Name: src/generate_class_specific_samples.py
Class Name: ClassSpecificImageGeneration
Method Name: generate


Project Name: utkuozbulak/pytorch-cnn-visualizations
Commit Name: 83d02d08feabaca88b65875318cb79a5e9e7b9c4
Time: 2018-11-17
Author: utku.ozbulak@gmail.com
File Name: src/cnn_layer_visualization.py
Class Name: CNNLayerVisualization
Method Name: visualise_layer_with_hooks


Project Name: utkuozbulak/pytorch-cnn-visualizations
Commit Name: 83d02d08feabaca88b65875318cb79a5e9e7b9c4
Time: 2018-11-17
Author: utku.ozbulak@gmail.com
File Name: src/cnn_layer_visualization.py
Class Name: CNNLayerVisualization
Method Name: visualise_layer_without_hooks