Identity Aware Portrait Generation
Course Project - Advanced Machine Learning
Course Instructor - Prof. Sunita Sarawagi, Dept of Computer Science, IIT Bombay
- Utilized the CycleGAN model in Image translation to generate portraits preserving the human facial features
- Proposed a perceptual loss to preserve facial features that uses FaceNet embeddings to guide the generators
- Achieved an average SSIM of 0.98 using our approach between the human faces and their respective portraits