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蔡易霖(Tsai, Yi-Lin)
AI專題,讓圖片動起來!
AI專題,讓圖片動起來!
AI專題,讓圖片動起來!
By
蔡易霖(Tsai, Yi-Lin)
AI engineer
・
Tainan City, Taiwan
Connect
本專案基於 Few-Shot Adversarial Learning of Realistic Neural Talking Head Models 進行實作。此模型分為兩個階段,第一個是meta-learning stage,另一個是fine-tuning stage。借助Few-shot Learning的概念,我們訓練一個Meta Learner,可以在相對極短的時間內針對少量樣本的臉部五官和圖片風格去做finetune,達成讓畫像動起來的驚人效果。通常在meta-learning stage訓練完後就可以生成圖,但會有不可識別身份的缺陷,再經過fine-tuning stage就可以改善表現不好的部分。 Demo: https://andy6804tw.github.io/talking-heads-web/material/svg-clip-path-hover-effect/dist/
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蔡易霖(Tsai, Yi-Lin)
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Published: Aug 1st 2020
58
2
0
Artificial Intelligence
Web Development
Deep Learning
GAN
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