lengstrom/fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

43
/ 100
Emerging

Combines perceptual loss optimization with instance normalization to enable real-time stylization at 100ms per frame on GPU, surpassing earlier neural style transfer methods. Supports both single images and video frame sequences through a trainable feed-forward transformation network, eliminating the need for iterative optimization per input. Built on TensorFlow with pre-trained style models available, integrating VGG19 features for content preservation while capturing artistic style characteristics.

10,975 stars. No commits in the last 6 months.

No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 25 / 25

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10,975

Forks

2,574

Language

Python

License

Last pushed

Jul 16, 2023

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