Projects
Bear Maps
Map app with rastering, labeling, auto-completion and navigation. Implement Heap, Trie, K-D Tree, A* search in Java. Object-oriented programming. Test with JUnit. Built by Maven.
Smart Brain
Face detection web app built by Node.js. Front end by React.js. Back end by Express.js. Utilize Clarifai API. Login system by PostgreSQL. bcrypt hashing for password security.
Panoramic Photo Generation
Use Python and OpenCV to generate panorama image from video. Implement key frame selection, SIFT, cylindrical projection, Laplacian blending and image cropping.
Mushroom Edibility Rules
Two approaches to extract logical rules for mushroom edibility: Neural Networks; Genetic Algorithm + Decision Tree. Implemented using Python with intuitive visulization.
Musical Instrument Recognition
Use MATLAB and Python to classify musical instruments based on Gammatone filtering, Voice Activity Detection and CNN. Interface between two languages by SciPy.
Card Game
An HTML rougelike card game implemented by JavaScript (ES6) via Phaser 3. Use Press Start 2P bitmap font. Card bases are designed on Figma. Deployed by GitHub Pages.