cakwok

Computer-Vision

Classical OpenCV and CNN projects, augmented reality

Cisco-IE3400-Programmability

Project_web_app

Project_server_app

tuiter-node-server-app

tuiter-react-web-app

NLP

Document classification by BERT, image captioning by ViT/GPT

3D-Printing

Autonomous-Driving

Scene Understanding in autonomous driving by sensor fusion. Detected vehicles and 3D objects from LiDAR sensor range images by building BEV vector space, tracked multiple objects using extended Kalman filters, retrieving Waymo Open dataset in distributed system with Protocol Buffer format

Cisco-Tender-Response-Bot

Java---Programming-Design-Paradigm

Machine-Learning

Developed supervised prediction systems by linear/perceptron/logistic regressions, SVM, random forests classifiers, KNN, and unsupervised clustering systems by the Expectation- Maximization algorithm. Utilized PCA for outlier/anomaly detection.

Hong-Kong-Covid19-Trend-and-Track-inflected-flight

Leetcode

Deep-Network