83d02d08feabaca88b65875318cb79a5e9e7b9c4,src/cnn_layer_visualization.py,CNNLayerVisualization,visualise_layer_with_hooks,#CNNLayerVisualization#,42

Before Change

            self.created_image = recreate_image(self.processed_image)
            // Save image
            if i % 5 == 0:
                cv2.imwrite("../generated/layer_vis_l" + str(self.selected_layer) +
                            "_f" + str(self.selected_filter) + "_iter"+str(i)+".jpg",
                            self.created_image)

    def visualise_layer_without_hooks(self):
        // Process image and return variable
        self.processed_image = preprocess_image(self.created_image)

After Change

            // Update image
            optimizer.step()
            // Recreate image
            self.created_image = recreate_image(self.processed_image)
            // Save image
            if i % 5 == 0:
                im_path = "../generated/layer_vis_l" + str(self.selected_layer) + \
                    "_f" + str(self.selected_filter) + "_iter" + str(i) + ".jpg"
                save_image(self.created_image, im_path)

    def visualise_layer_without_hooks(self):
        // Process image and return variable
        self.processed_image = preprocess_image(self.created_image)

Instances