METHOD FOR TRAINING CONVOLUTIONAL NEURAL NETWORK, AND METHOD AND DEVICE FOR STYLIZING VIDEO

METHOD FOR TRAINING CONVOLUTIONAL NEURAL NETWORK, AND METHOD AND DEVICE FOR STYLIZING VIDEO

Provided are a method and device for stylizing video as well as a method for training a convolutional neural network (CNN). In the method, each of a plurality of original frames of the video is transformed into a stylized frame by using a first CNN for stylizing; at least one first loss is determine...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: HSIAO, Jenhao
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:Provided are a method and device for stylizing video as well as a method for training a convolutional neural network (CNN). In the method, each of a plurality of original frames of the video is transformed into a stylized frame by using a first CNN for stylizing; at least one first loss is determined according to a first original frame and second original frame of the plurality of original frames, the second original frame being next to the first original frame; the first CNN is trained according to at least one first loss; and the video is stylized by using the trained firstCNN.