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Zichuan Wang (zichuan_wang)

Cyber Security Escape Room
Cyber Security Escape Room

A cloud based security awareness training in the form of a new, realistic, interactive and fun experience. Take on the role of a hacker and encounter multiple security topics and 25 learning points.

10
Traditional Chinese Ink Neural Style Transfer
Traditional Chinese Ink Neural Style Transfer

We chose to work with style transfer and experiment with the Chinese ink style. We plan to exploit CNN for neural style transfer and GAN for image colorization.

2
Dental Care Recommendations
Dental Care Recommendations

The team wants to solve a new problem by applying the deep learning model to develop a recommender system for dental care.

1
Smart Parks and Rec
Smart Parks and Rec

The study of the usages of urban greeneries are helpful in understanding their mental and physical health benefits on the community. We predict the function of an urban greenery given images of it.

6
sig-no fraud
sig-no fraud

Signature forgery detection using Siamese Convolutional Neural Networks

6
System Anomaly Detection via Deep Log Analysis
System Anomaly Detection via Deep Log Analysis

Using deep learning to detect anomalies in system logs.

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9
Related Domain Experience Replay (ReDER)
Related Domain Experience Replay (ReDER)

Using Dueling Double DQN to train the model on multiple similar domains, and transferring experience we created a model that can be used to train on multiple games of similar genre.

11
The Making of Cher’s Closet
The Making of Cher’s Closet

“Inspired by Cher's DressMe from the iconic movie, "Clueless", we seek to implement a fashion-informed deep learning model geared toward outfit generation.

5
Using Rotational Bounding Box for Zebra Crossing Detection
Using Rotational Bounding Box for Zebra Crossing Detection

In this project, we want to utilize the ability of deep learning with object detection that involves identifying traffic lanes in digital photographs.

4
Traffic Sign CNN Classifier
Traffic Sign CNN Classifier

Traffic Sign classification using a Convolutional Neural Network

8
gta5-self-driving
gta5-self-driving

Never crash your whip ever again in GTA5

9
DeepAnimation
DeepAnimation

A vector-based generation model that predicts the next possible keyframes for animation given an SVG input in real-time.

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