Image Aesthetics Assessment Using Composite Features From off-the-shelf Deep Models

Xin Fu, Jia Yan, Cien Fan

IEEE International Conference on Image Processing (ICIP), 2018 as Presentation

[ICIP]

No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement

Jia Yan, Jie Li, Xin Fu

Journal of Visual Communication and Image Representation, 2018 (Under review)

[Project]

Sketch to Art

This project helps turn your casual sketches into beautiful artwork automatically, based on Deep Learning image-to-image translation and arbitrary style transfer.

Final project for Digital Image Processing course, supervised by Dr. Jia Yan.

Jun. 2018, Python

[Demo] [GitHub] [Report]

Quality Assessment using Contrast Enhancement

No-reference image quality assessment metric by using SSIM of original and equalized image.

Mar. 2018, MATLAB

[GitHub]

Samples for AI

MSRA student project, supervised by researcher in MSRA. Contributed to Microsoft official samples-for-ai for Visual Studio Tools for AI. Implemented and tested DCGAN, Capsule, ACGAN example using VS.

Mar. 2018, Python

[Microsoft/samples-for-ai]

Nvidia Jetson Smart Car

A deep learning-powered smart car prototype built on Jetson embedded system. A work of HACKxFDU Contest (Biggest Hackathon in China)

Technical: Caffe SSD Object Detection, OpenCV tracking, ROS, Hardware

Nov. 2017, Python, C

UShot App

Using AI to analyze your photo and provide tips on improving your photography skills.

Technical: Caffe Deep Learning model deploy, Scene Recognition, Android App, RESTful API

Oct. 2017, Java, Python, Android

Intelligent Chatbot for the University

A chatbot based on natural language processing and machine learning. Won the 2^nd Prize (2/1100) in 2017 Beauty of Programming (Microsoft Research Asia & IEEE)

Technical: KBQA-based Model, Image Classification, Caffe Image Aesthetics Analysis Model, Azure Deployment

Aug. 2017, Python, Javascript, C#

Automatic Piloting Quadcopter

Built an automous quadcopter control system with machine vision. Won the 1^st Prize in 2017 National Undergraduate Electronic Design Contest, Hubei Province

Technical: Cascade PID Controller Algorithm, Real-time Object Tracking based on Image Processing, ARM STM32 board.

Aug. 2017, C, STM32

FPGA based Electronic Weighing System

Built a weighing system with FPGA. Won the First Prize in 2016 National Undergraduate Electronic Design Contest, Hubei Province

Technical: FPGA, Signal Processing

Jul. 2016, C, Verilog

Your Awesome Homepage

The homepage skeleton based on VuePress that powering the site you see now.

Apr. 2018, Javascript, Vue

[GitHub]

Pile

A cross-platform work management app to organize your piled work at one place. Made with Electron and Vue.js

Feb. 2018, Electron, Javascript, Vue

[GitHub] [Electron]

Keras Model Deploy Template

A template for deploying deep learning models (Keras, Tensorflow, Pytorch, etc) as a web application.

Jan. 2018, Python, Keras

[GitHub]

Wemoji

Universal Windows Program. Using Microsoft emotion API to test tacit agreement with your friend. A Microsoft Student Summer Camp project.

Aug. 2016, C#

[GitHub]