The goal of this project is to enhance the efficiency of mobile device machine learning using deep learning pre-trained models. This is achieved by dynamically changing pre-trained model files based on the accuracy and latency of models. Ranking all available models, the application compute the average accuracy and latency after every time usage.

• This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.

Creator

• Xu, Yang
• Shen, Ming
• Sun, Dongsheng

Publisher

• Worcester Polytechnic Institute

Identifier

• E-project-032318-120203

Advisor

• Guo, Tian

Year

• 2018

Date created

• 2018-03-23

Resource type

• Major Qualifying Project

Major

• Computer Science

Rights statement

• In Copyright