Volta-X4.sh

!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 1000 \
-style_scale 1 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-init random \
-learning_rate 1 \
-print_iter 50 \
-save_iter 250 \
-image_size 512 \
-num_iterations 1000 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/nyud-fcn32s-color-heavy.pth' \
-content_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-optimizer lbfgs \
-output_image '/content/drive/My Drive/Art/Neural Style/A1.png' \
-tv_weight 0.00001 \
-original_colors 0 \
-backend cudnn \





!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 1000 \
-style_scale 1 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-content_weight 5 \
-init image \
-init_image '/content/drive/My Drive/Art/Neural Style/A1.png' \
-print_iter 50 \
-save_iter 250 \
-image_size 768 \
-num_iterations 600 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/nyud-fcn32s-color-heavy.pth' \
-content_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-optimizer lbfgs \
-output_image '/content/drive/My Drive/Art/Neural Style/A2.png' \
-tv_weight 0 \
-gpu 0 \
-original_colors 0 \
-backend cudnn \



!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 1000 \
-style_scale 1 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-content_weight 5 \
-init image \
-init_image '/content/drive/My Drive/Art/Neural Style/A2.png' \
-print_iter 50 \
-save_iter 250 \
-image_size 1024 \
-num_iterations 1000 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/nyud-fcn32s-color-heavy.pth' \
-content_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-optimizer lbfgs \
-output_image '/content/drive/My Drive/Art/Neural Style/A3.png' \
-tv_weight 0.00001 \
-gpu 0 \
-original_colors 0 \
-backend cudnn \




!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 40000 \
-style_scale 1 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-content_weight 5 \
-init image \
-init_image '/content/drive/My Drive/Art/Neural Style/A3.png' \
-print_iter 50 \
-save_iter 250 \
-image_size 1400 \
-num_iterations 1000 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/nyud-fcn32s-color-heavy.pth' \
-content_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-style_layers relu1_1,relu2_1,relu3_1,relu4_1,relu5_1 \
-optimizer lbfgs \
-output_image '/content/drive/My Drive/Art/Neural Style/A4.png' \
-tv_weight 0 \
-gpu 0 \
-original_colors 0 \
-backend cudnn \




!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 80000 \
-style_scale 1 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-content_weight 5 \
-init image \
-init_image '/content/drive/My Drive/Art/Neural Style/A4.png' \
-print_iter 50 \
-save_iter 250 \
-image_size 1400 \
-num_iterations 1000 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/nyud-fcn32s-color-heavy.pth' \
-content_layers relu1_1,relu1_2,relu2_1,relu2_2,relu3_1,relu3_2,relu3_3,relu3_4,relu4_1,relu4_2,relu4_3,relu4_4,relu5_1,relu5_2,relu5_3,relu5_4 \
-style_layers relu1_1,relu1_2,relu2_1,relu2_2,relu3_1,relu3_2,relu3_3,relu3_4,relu4_1,relu4_2,relu4_3,relu4_4,relu5_1,relu5_2,relu5_3,relu5_4 \
-optimizer lbfgs \
-output_image '/content/drive/My Drive/Art/Neural Style/A5.png' \
-tv_weight 0 \
-gpu 0 \
-original_colors 0 \
-backend cudnn \



!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 40000 \
-style_scale 1 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-content_weight 0 \
-init image \
-init_image '/content/drive/My Drive/Art/Neural Style/A5.png' \
-print_iter 50 \
-save_iter 100 \
-image_size 1800 \
-num_iterations 200 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/nyud-fcn32s-color-heavy.pth' \
-content_layers relu1_1,relu1_2 \
-style_layers relu1_1,relu1_2 \
-optimizer lbfgs \
-output_image '/content/drive/My Drive/Art/Neural Style/A6.png' \
-tv_weight 0 \
-gpu 0 \
-original_colors 0 \
-backend cudnn \




!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 40000 \
-style_scale 1 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-content_weight 15 \
-init image \
-init_image '/content/drive/My Drive/Art/Neural Style/A6.png' \
-learning_rate 1 \
-print_iter 50 \
-save_iter 100 \
-image_size 3600 \
-num_iterations 200 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/channel_pruning.pth' \
-optimizer adam \
-output_image '/content/drive/My Drive/Art/Neural Style/A7.png' \
-tv_weight 0 \
-original_colors 0 \
-backend cudnn \




# NIN ENLARGEMENT


!python3 neural_style.py \
-style_image '/content/drive/My Drive/Art/Neural Style/keys/TR5' \
-style_weight 1000 \
-style_scale 0.5 \
-content_image '/content/drive/My Drive/Art/Neural Style/frame57.jpg' \
-content_weight 0 \
-init image \
-init_image '/content/drive/My Drive/Art/Neural Style/A7.png' \
-learning_rate 1 \
-print_iter 50 \
-save_iter 0 \
-image_size 7200 \
-num_iterations 10 \
-model_file '/content/drive/My Drive/Art/Neural Style/models/nin_imagenet.pth' \
-content_layers relu0,relu1 \
-style_layers relu0,relu1 \
-optimizer adam \
-output_image '/content/drive/My Drive/Art/Neural Style/A8-FINAL.png' \
-tv_weight 0 \
-original_colors 0 \
-backend cudnn \