Index

Symbols

--fps <fps> stransfer-video-st-convert-video command line option --use-pretrained-fast-st stransfer-video-st-train command line option -b, --batch-size <batch_size> stransfer-fast-st-train command line option stransfer-video-st-train command line option -cw, --content-weight <content_weight> stransfer-fast-st-train command line option stransfer-gatys-st command line option stransfer-video-st-train command line option -e, --epochs <epochs> stransfer-fast-st-train command line option stransfer-video-st-train command line option

-n, --out-name <out_name> stransfer-gatys-st command line option -o, --out-dir <out_dir> stransfer-fast-st-convert-image command line option stransfer-video-st-convert-video command line option -s, --steps <steps> stransfer-gatys-st command line option -sw, --style-weight <style_weight> stransfer-fast-st-train command line option stransfer-gatys-st command line option stransfer-video-st-train command line option -tw, --temporal-weight <temporal_weight> stransfer-video-st-train command line option

A

adaptive_torch_load() (in module stransfer.network)

C

CocoDataset (class in stransfer.dataset) concat_images() (in module stransfer.img_utils)

CONTENT_IMAGE_PATH stransfer-gatys-st command line option ContentLoss (class in stransfer.network)

D

download_coco_images() (in module stransfer.dataset) download_from_url() (in module stransfer.dataset)

download_list_of_urls() (in module stransfer.dataset) download_videos_dataset() (in module stransfer.dataset)

E

emit() (stransfer.c_logging.TqdmLoggingHandler method)

F

FeatureReconstructionLoss (class in stransfer.network) forward() (stransfer.network.ContentLoss method) (stransfer.network.FeatureReconstructionLoss method) (stransfer.network.ResidualBlock method) (stransfer.network.StyleLoss method) (stransfer.network.StyleNetwork method)

G

get_coco_loader() (in module stransfer.dataset) get_logger() (in module stransfer.c_logging) get_optimizer() (stransfer.network.ImageTransformNet method) get_temporal_loss() (stransfer.network.VideoTransformNet method) get_tensorboard_writer() (in module stransfer.network)

get_total_current_content_loss() (stransfer.network.StyleNetwork method) get_total_current_feature_loss() (stransfer.network.StyleNetwork method) get_total_current_style_loss() (stransfer.network.StyleNetwork method) get_total_variation_regularization_loss() (stransfer.network.ImageTransformNet method) gram_matrix() (stransfer.network.StyleLoss method)

I

image_loader() (in module stransfer.img_utils) image_loader_transform() (in module stransfer.img_utils) IMAGE_PATH stransfer-fast-st-convert-image command line option

ImageTransformNet (class in stransfer.network) imshow() (in module stransfer.img_utils) iterate_on_video_batches() (in module stransfer.dataset)

M

make_batches() (in module stransfer.dataset)

P

process_image() (stransfer.network.ImageTransformNet method)

process_video() (stransfer.network.VideoTransformNet method)

R

ResidualBlock (class in stransfer.network)

run_through_pieces() (stransfer.network.StyleNetwork method)

S

set_target() (stransfer.network.ContentLoss method) (stransfer.network.StyleLoss method) static_test() (stransfer.network.ImageTransformNet method) static_train() (stransfer.network.ImageTransformNet method) stransfer-fast-st-convert-image command line option -o, --out-dir <out_dir> IMAGE_PATH STYLE_NAME stransfer-fast-st-train command line option -b, --batch-size <batch_size> -cw, --content-weight <content_weight> -e, --epochs <epochs> -sw, --style-weight <style_weight> STYLE_IMAGE_PATH stransfer-gatys-st command line option -cw, --content-weight <content_weight> -n, --out-name <out_name> -s, --steps <steps> -sw, --style-weight <style_weight> CONTENT_IMAGE_PATH STYLE_IMAGE_PATH stransfer-video-st-convert-video command line option --fps <fps> -o, --out-dir <out_dir> STYLE_NAME VIDEO_PATH

stransfer-video-st-train command line option --use-pretrained-fast-st -b, --batch-size <batch_size> -cw, --content-weight <content_weight> -e, --epochs <epochs> -sw, --style-weight <style_weight> -tw, --temporal-weight <temporal_weight> STYLE_IMAGE_PATH stransfer.c_logging (module) stransfer.dataset (module) stransfer.img_utils (module) stransfer.network (module) STYLE_IMAGE_PATH stransfer-fast-st-train command line option stransfer-gatys-st command line option stransfer-video-st-train command line option STYLE_NAME stransfer-fast-st-convert-image command line option stransfer-video-st-convert-video command line option StyleLoss (class in stransfer.network) StyleNetwork (class in stransfer.network)

T

TqdmLoggingHandler (class in stransfer.c_logging)

train_gatys() (stransfer.network.StyleNetwork method)

V

VIDEO_PATH stransfer-video-st-convert-video command line option

video_train() (stransfer.network.VideoTransformNet method) VideoDataset (class in stransfer.dataset) VideoTransformNet (class in stransfer.network)