Pixel Translator

We used cGAN to fill in the synthetic colors on gray images of border/vein, and evaluated the reconstruction accuracy by leaf types classification using Alexnet CNN. A prototype to generate fake images from hand-drawn vein images has also been proposed.

Keywords: cGAN, Alexnet, CNN

• Course Project of “Machine Learning and Deep Learning”
• Collaborators: Aditi Singh , Rachel Mills , Raj Shah,Gaurav Roy

• Instructor: Dr.Hien Nguyen

• Report: [PDF]
• PPT: [Slids],
• Code: [Python](Tensorflow)