[{"title":"( 96 个子文件 3.5MB ) pytorch-cnn-visualizations:卷积神经网络可视化技术的Pytorch实现-源码","children":[{"title":"pytorch-cnn-visualizations-master","children":[{"title":".gitignore <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"results","children":[{"title":"dd_l34_f103_iter250.jpg <span style='color:#111;'> 506.06KB </span>","children":null,"spread":false},{"title":"dd_l34_f94_iter250.jpg <span style='color:#111;'> 394.71KB </span>","children":null,"spread":false},{"title":"gradient_visualizations","children":[{"title":"cat_dog_ScoreCAM_On_Image.png <span style='color:#111;'> 90.65KB </span>","children":null,"spread":false},{"title":"spider_GGrad_Cam_gray.jpg <span style='color:#111;'> 25.62KB </span>","children":null,"spread":false},{"title":"snake_Vanilla_BP_gray.jpg <span style='color:#111;'> 36.63KB </span>","children":null,"spread":false},{"title":"snake_GGrad_Cam_gray.jpg <span style='color:#111;'> 24.60KB </span>","children":null,"spread":false},{"title":"cat_dog_Integrated_G_gray.jpg <span style='color:#111;'> 17.04KB </span>","children":null,"spread":false},{"title":"cat_dog_Cam_Grayscale.jpg <span style='color:#111;'> 5.68KB </span>","children":null,"spread":false},{"title":"snake_Cam_Heatmap.jpg <span style='color:#111;'> 15.69KB </span>","children":null,"spread":false},{"title":"cat_dog_Vanilla_BP_color.jpg <span style='color:#111;'> 20.35KB </span>","children":null,"spread":false},{"title":"snake_ScoreCAM_Heatmap.png <span style='color:#111;'> 22.76KB </span>","children":null,"spread":false},{"title":"snake_Integrated_G_gray.jpg <span style='color:#111;'> 19.19KB </span>","children":null,"spread":false},{"title":"spider_Vanilla_BP_gray.jpg <span style='color:#111;'> 36.82KB </span>","children":null,"spread":false},{"title":"spider_Guided_grad_times_image_gray.jpg <span style='color:#111;'> 8.85KB </span>","children":null,"spread":false},{"title":"cat_dog_Integrated_grad_times_image_gray.jpg <span style='color:#111;'> 15.60KB </span>","children":null,"spread":false},{"title":"cat_dog_Guided_BP_gray.jpg <span style='color:#111;'> 26.10KB </span>","children":null,"spread":false},{"title":"snake_pos_sal.jpg <span style='color:#111;'> 20.50KB </span>","children":null,"spread":false},{"title":"snake_Vanilla_grad_times_image_gray.jpg <span style='color:#111;'> 17.22KB </span>","children":null,"spread":false},{"title":"snake_neg_sal.jpg <span style='color:#111;'> 21.58KB </span>","children":null,"spread":false},{"title":"spider_Integrated_G_gray.jpg <span style='color:#111;'> 15.03KB </span>","children":null,"spread":false},{"title":"snake_Integrated_grad_times_image_gray.jpg <span style='color:#111;'> 17.09KB </span>","children":null,"spread":false},{"title":"spider_GGrad_Cam.jpg <span style='color:#111;'> 9.63KB </span>","children":null,"spread":false},{"title":"spider_ScoreCAM_Heatmap.png <span style='color:#111;'> 26.89KB </span>","children":null,"spread":false},{"title":"snake_Vanilla_BP_color.jpg <span style='color:#111;'> 26.16KB </span>","children":null,"spread":false},{"title":"cat_dog_Guided_BP_color.jpg <span style='color:#111;'> 14.80KB </span>","children":null,"spread":false},{"title":"snake_Cam_Grayscale.jpg <span style='color:#111;'> 7.01KB </span>","children":null,"spread":false},{"title":"snake_Guided_grad_times_image_gray.jpg <span style='color:#111;'> 11.71KB </span>","children":null,"spread":false},{"title":"spider_Cam_Heatmap.jpg <span style='color:#111;'> 12.61KB </span>","children":null,"spread":false},{"title":"cat_dog_Cam_Heatmap.jpg <span style='color:#111;'> 11.53KB </span>","children":null,"spread":false},{"title":"spider_ScoreCAM_Grayscale.png <span style='color:#111;'> 16.70KB </span>","children":null,"spread":false},{"title":"spider_Cam_Grayscale.jpg <span style='color:#111;'> 5.84KB </span>","children":null,"spread":false},{"title":"spider_Cam_On_Image.jpg <span style='color:#111;'> 12.81KB </span>","children":null,"spread":false},{"title":"snake_ScoreCAM_Grayscale.png <span style='color:#111;'> 14.44KB </span>","children":null,"spread":false},{"title":"snake_Guided_BP_color.jpg <span style='color:#111;'> 18.79KB </span>","children":null,"spread":false},{"title":"snake_ScoreCAM_On_Image.png <span style='color:#111;'> 116.02KB </span>","children":null,"spread":false},{"title":"cat_dog_neg_sal.jpg <span style='color:#111;'> 15.76KB </span>","children":null,"spread":false},{"title":"cat_dog_Vanilla_BP_gray.jpg <span style='color:#111;'> 32.10KB </span>","children":null,"spread":false},{"title":"snake_GGrad_Cam.jpg <span style='color:#111;'> 12.71KB </span>","children":null,"spread":false},{"title":"snake_Guided_BP_gray.jpg <span style='color:#111;'> 31.12KB </span>","children":null,"spread":false},{"title":"spider_Vanilla_BP_color.jpg <span style='color:#111;'> 19.67KB </span>","children":null,"spread":false},{"title":"spider_ScoreCAM_On_Image.png <span style='color:#111;'> 69.30KB </span>","children":null,"spread":false},{"title":"spider_pos_sal.jpg <span style='color:#111;'> 14.74KB </span>","children":null,"spread":false},{"title":"cat_dog_Guided_grad_times_image_gray.jpg <span style='color:#111;'> 11.60KB </span>","children":null,"spread":false},{"title":"cat_dog_ScoreCAM_Grayscale.png <span style='color:#111;'> 12.15KB </span>","children":null,"spread":false},{"title":"spider_Guided_BP_gray.jpg <span style='color:#111;'> 25.81KB </span>","children":null,"spread":false},{"title":"cat_dog_Cam_On_Image.jpg <span style='color:#111;'> 18.98KB </span>","children":null,"spread":false},{"title":"snake_Cam_On_Image.jpg <span style='color:#111;'> 27.92KB </span>","children":null,"spread":false},{"title":"cat_dog_ScoreCAM_Heatmap.png <span style='color:#111;'> 17.30KB </span>","children":null,"spread":false},{"title":"spider_Integrated_grad_times_image_gray.jpg <span style='color:#111;'> 13.34KB </span>","children":null,"spread":false},{"title":"cat_dog_pos_sal.jpg <span style='color:#111;'> 16.43KB </span>","children":null,"spread":false},{"title":"cat_dog_GGrad_Cam_gray.jpg <span style='color:#111;'> 19.69KB </span>","children":null,"spread":false},{"title":"cat_dog_Vanilla_grad_times_image_gray.jpg <span style='color:#111;'> 16.01KB </span>","children":null,"spread":false},{"title":"spider_Guided_BP_color.jpg <span style='color:#111;'> 12.40KB </span>","children":null,"spread":false},{"title":"cat_dog_GGrad_Cam.jpg <span style='color:#111;'> 9.84KB </span>","children":null,"spread":false},{"title":"spider_neg_sal.jpg <span style='color:#111;'> 12.36KB </span>","children":null,"spread":false},{"title":"spider_Vanilla_grad_times_image_gray.jpg <span style='color:#111;'> 17.34KB </span>","children":null,"spread":false}],"spread":false},{"title":"inverted_images","children":[{"title":"Layer_0_Inverted.jpg <span style='color:#111;'> 60.13KB </span>","children":null,"spread":false},{"title":"Layer_2_Inverted.jpg <span style='color:#111;'> 63.01KB </span>","children":null,"spread":false},{"title":"Layer_12_Inverted.jpg <span style='color:#111;'> 62.14KB </span>","children":null,"spread":false},{"title":"Layer_7_Inverted.jpg <span style='color:#111;'> 62.08KB </span>","children":null,"spread":false},{"title":"Layer_4_Inverted.jpg <span style='color:#111;'> 61.50KB </span>","children":null,"spread":false},{"title":"Layer_9_Inverted.jpg <span style='color:#111;'> 64.32KB </span>","children":null,"spread":false}],"spread":true},{"title":"layer_visualizations","children":[{"title":"layer_vis_l24_f22.jpg <span style='color:#111;'> 51.08KB </span>","children":null,"spread":false},{"title":"layer_vis_l17_f9.jpg <span style='color:#111;'> 43.03KB </span>","children":null,"spread":false},{"title":"layer_vis_l17_f4.jpg <span style='color:#111;'> 47.29KB </span>","children":null,"spread":false},{"title":"layer_vis_l10_f7.jpg <span style='color:#111;'> 64.38KB </span>","children":null,"spread":false},{"title":"layer_vis_l2_f54.jpg <span style='color:#111;'> 49.29KB </span>","children":null,"spread":false},{"title":"layer_vis_l17_f8.jpg <span style='color:#111;'> 47.21KB </span>","children":null,"spread":false},{"title":"layer_vis_l2_f1.jpg <span style='color:#111;'> 44.51KB </span>","children":null,"spread":false},{"title":"layer_vis_l24_f4.jpg <span style='color:#111;'> 49.33KB </span>","children":null,"spread":false},{"title":"layer_vis_l2_f21.jpg <span style='color:#111;'> 30.68KB </span>","children":null,"spread":false},{"title":"layer_vis_l10_f69.jpg <span style='color:#111;'> 59.58KB </span>","children":null,"spread":false},{"title":"layer_vis_l24_f17.jpg <span style='color:#111;'> 47.16KB </span>","children":null,"spread":false},{"title":"layer_vis_l10_f10.jpg <span style='color:#111;'> 57.76KB </span>","children":null,"spread":false}],"spread":false}],"spread":true},{"title":"src","children":[{"title":"grad_times_image.py <span style='color:#111;'> 1.19KB </span>","children":null,"spread":false},{"title":"generate_regularized_class_specific_samples.py <span style='color:#111;'> 6.88KB </span>","children":null,"spread":false},{"title":"smooth_grad.py <span style='color:#111;'> 2.65KB </span>","children":null,"spread":false},{"title":"deep_dream.py <span style='color:#111;'> 3.50KB </span>","children":null,"spread":false},{"title":"guided_backprop.py <span style='color:#111;'> 3.78KB </span>","children":null,"spread":false},{"title":"vanilla_backprop.py <span style='color:#111;'> 2.14KB </span>","children":null,"spread":false},{"title":"misc_functions.py <span style='color:#111;'> 8.39KB </span>","children":null,"spread":false},{"title":"layer_activation_with_guided_backprop.py <span style='color:#111;'> 4.25KB </span>","children":null,"spread":false},{"title":"gradcam.py <span style='color:#111;'> 4.40KB </span>","children":null,"spread":false},{"title":"scorecam.py <span style='color:#111;'> 3.65KB </span>","children":null,"spread":false},{"title":"inverted_representation.py <span style='color:#111;'> 5.22KB </span>","children":null,"spread":false},{"title":"guided_gradcam.py <span style='color:#111;'> 1.58KB </span>","children":null,"spread":false},{"title":"integrated_gradients.py <span style='color:#111;'> 3.04KB </span>","children":null,"spread":false},{"title":"cnn_layer_visualization.py <span style='color:#111;'> 5.42KB </span>","children":null,"spread":false},{"title":"generate_class_specific_samples.py <span style='color:#111;'> 2.62KB </span>","children":null,"spread":false}],"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.04KB </span>","children":null,"spread":false},{"title":"input_images","children":[{"title":"snake.jpg <span style='color:#111;'> 58.40KB </span>","children":null,"spread":false},{"title":"spider.png <span style='color:#111;'> 51.11KB </span>","children":null,"spread":false},{"title":"cat_dog.png <span style='color:#111;'> 88.11KB </span>","children":null,"spread":false},{"title":"dd_tree.jpg <span style='color:#111;'> 299.05KB </span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'> 31.19KB </span>","children":null,"spread":false}],"spread":true}],"spread":true}]