projects

Projects

1. Probabilistic 3D Reconstruction

  1. This project is to reconstruct the 3D model from single 2D image

  2. The link for project report: https://xingwenzhang.github.io/2017/11/27/Probabilistic-3D-Reconstruction/

2. Style Transfer with Deep Learning

  1. Implement the style transfer technique from paper “A Neural Algorithm of Artistic Style”

  2. Code based on TensorFlow, Scipy and Numpy

    ​ Style changed

    ​ Trojan Shrine(USC)- Original Image

    ​ A muse (Pablo Picasso) - Style Image

3. Friendship Hotel Assistant

  1. This is a WeChat Official Account for Frienship Hotel, it offers services like navigation, air quality and weather forecast etc.

  2. You can follow this account by searching “接待助手” in WeChat.

4. Search Engine based on Solr

  1. Crawle data from CNN news and create Inverted Index using Hadoop Cluster
  2. Indexing the web using Solr
  3. Tools and Library used: crawler4j, Hadoop, Google Cloud, Solr, Flask
  4. Project Source Code: https://github.com/XingwenZhang/SearchEngine

5. Auto USC library study room reservation tool

  1. It crawles the data from USC library with BeautifulSoup
  2. Integrated into WeChat.
  3. Source Code: https://github.com/XingwenZhang/Wechat_USC_Room_Reservation

Certifications

  1. Neural Networks for Machine Learning

    Neural Networks for Machine Learning by University of Toronto on Coursera. Certificate earned on Saturday, February 4, 2017

    License Number: 2UUW5LQGKJLQ

  2. Structuring Machine Learning Projects

    Structuring Machine Learning Projects by deeplearning.ai on Coursera. Certificate earned on Monday, August 21, 2017

    License Number: HT72FTJ6AFVP

  3. Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization

    Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization by deeplearning.ai on Coursera. Certificate earned on Sunday, August 20, 2017

    License Number: L2LKJ9TY7G59

  4. Neural Networks and Deep Learning

    Neural Networks and Deep Learning by deeplearning.ai on Coursera. Certificate earned on Friday, August 18, 2017

    License Number: N6WADGWWAYDK

  5. The Data Scientist’s Toolbox

    The Data Scientist’s Toolbox by Johns Hopkins University on Coursera. Certificate earned on Monday, January 16, 2017

    License Number: DTVUSZUVNTVT

  6. HTML, CSS and JavaScript

    HTML, CSS and JavaScript by The Hong Kong University of Science and Technology on Coursera. Certificate earned on Tuesday, January 3, 2017

    License Number: 4LAGQVHUESCX

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