Image segmentation and layer replacement


This is the final project for CS1430 Computer Vision, collaborated with Cameron Fiore, Colin Jones, and Martin Gil del Real. We propose an automatic photo edit- ing tool. This tool takes in visual data (i.e. a photo or a video) and, using a deep-learning model, automatically seg- ments the input by the different objects that it recognizes. The system then separates the original input into ”layers”, with each layers corresponding to a recognized object in the input. The user can then select which object in the input to modify, and our tool automatically replaces the selected object with an image of user choice.

Jiaqi Zhang
Jiaqi Zhang
PhD Student at Computer Science

My research interests include machine learning and bioinformatics.