Here are some works of mine 📚
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
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)
Research, open source and contest projects are included.
Quality Assessment using Contrast Enhancement
No-reference image quality assessment metric by using SSIM of original and equalized image.
Mar. 2018, MATLAB
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
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
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 2nd 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
Automatic Piloting Quadcopter
Built an automous quadcopter control system with machine vision. Won the 1st 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
Open Source Software
Keras Model Deploy Template
A template for deploying deep learning models (Keras, Tensorflow, Pytorch, etc) as a web application.
Jan. 2018, Python, Keras
Universal Windows Program. Using Microsoft emotion API to test tacit agreement with your friend. A Microsoft Student Summer Camp project.
Aug. 2016, C#