Facial Expression synthesis from Sketch by Sai Prasanna Kumar KumaruFacial Expression synthesis from Sketch by Sai Prasanna Kumar Kumaru

Facial Expression synthesis from Sketch

Sai Prasanna Kumar Kumaru

Completed work

Data Scientist

Data Analyst

ML Engineer

AWS

Git

Keras

Python

TensorFlow

Briefly describe the project you worked on. What did you create, who did you create it for, and how did you approach this project?

In my Facial Expression Synthesis project, I created a facial expression modifier using advanced GAN models (StarGAN and Pix2Pix). The goal was to generate realistic facial expressions based on input sketches. I utilized datasets containing images of different facial expressions and trained the Pix2Pix model on a GPU. To evaluate the accuracy, I used a face expression classifier. This project showcases my expertise in GANs, image synthesis, and deep learning.

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Completed work

Posted Jun 13, 2023

In my Facial Expression Synthesis project, I created a facial expression modifier using advanced GAN models (StarGAN and Pix2Pix) from sketch.

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