AlexYiningLiu

Algorithms-Data-Structures-Course

Course projects completed for my Computer Algorithms and Data Structures Course in Spring 2019

Computer-vision-for-the-chemistry-lab

Use convolutional neural net to detect segment and classify material phases and vessels in chemistry lab and other setting involving materials in mostly transparent vessels

HMM-Robot-Localization

Course project that implements the Viterbi and Forward-Backward algorithms for tracking a robot's location on a grid.

Malicious-URL-Classifier

Matrix-Library

A library of basic matrix operations implemented using standard library functions

RealValue-Local

Segment-Foreground

StereoVision

First-principles implementation of stereo depth construction. Produces a real-world 3D point cloud that corresponds to the scene depicted in the 2 given stereo images.

U-Net-Face-Segmentation

Segments face pixels based on model trained on synthetic human data.

RealValue

Real Estate Price Prediction

AlexYiningLiu/U-Net-Face-Segmentation

Segments face pixels based on model trained on synthetic human data.

AlexYiningLiu/Matrix-Library

A library of basic matrix operations implemented using standard library functions

AlexYiningLiu/RealValue-Local

AlexYiningLiu/HMM-Robot-Localization

Course project that implements the Viterbi and Forward-Backward algorithms for tracking a robot's location on a grid.

AlexYiningLiu/Malicious-URL-Classifier

AlexYiningLiu/Segment-Foreground

AlexYiningLiu/StereoVision

First-principles implementation of stereo depth construction. Produces a real-world 3D point cloud that corresponds to the scene depicted in the 2 given stereo images.

AlexYiningLiu/Algorithms-Data-Structures-Course

Course projects completed for my Computer Algorithms and Data Structures Course in Spring 2019

AlexYiningLiu/Computer-vision-for-the-chemistry-lab

Use convolutional neural net to detect segment and classify material phases and vessels in chemistry lab and other setting involving materials in mostly transparent vessels

AlexYiningLiu/Concurrency-Examples

Concurrency-related examples from Udacity's C++ Nanodegree

AlexYiningLiu/CppND-Memory-Management-Chatbot

Personal implementation of the third course project from Udacity's C++ Nanodegree. Focuses on memory management.

AlexYiningLiu/CppND-Program-a-Concurrent-Traffic-Simulation

The final project for the Udacity C++ Nanodegree Concurrency course

AlexYiningLiu/CppND-System-Monitor

Student repository for the CppND OOP course project

AlexYiningLiu/depth-completion-solver

RGB-D single-image depth completion using the GAPS library by Funkhouser

AlexYiningLiu/ImageMotion

AlexYiningLiu/NaiveBayes-LDA-QDA

Spam email detector project that uses Naive Bayes classification.

AlexYiningLiu/ROB313-Learning-From-Data

Course projects spanning k-NN, RBF sparse regression, logistic regression, and Bayesian inference

AlexYiningLiu/ViT-Adapter

Fork of Vision Transformer Adapter for Dense Predictions for LabPicV2 Dataset

AlexYiningLiu/Vocab-Learner

Save vocabularies into personal dictionary for learning.