Yi Zhe Ang's repositories
k-means-explorable
An Explorable Explainer of K-Means Clustering
interactive-transformer
A visual interface for understanding and interpreting Transformers
matrix-explorable
An Explorable Explanation of Matrices and Linear Transformations
fake-detection-lab
Media Forensics / Fake Detection experiments in PyTorch. Implements Fighting Fake News: Image Splice Detection via Learned Self-Consistency
AdaMatch-PyTorch
Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
threejs-instancing-images
Visualizing images at scale in 3D space in the browser using an image atlas / sprite sheet and Three.js instancing.
image-color-palette
Visualization of 🎨 Color Palette Extraction from Images 🏞️. Using React Three Fiber.
trade-network-vis
Interactive visualization of the international trade network using Svelte.
everton-road-sg
A demo of gaussian splatting scenes of Everton Road, Singapore, captured using Luma AI. Also made with React Three Fiber.
svelte-starter
A Svelte starter template for projects.
yizhe-ang.github.io
My Personal Website, built with SvelteKit
creative-lab
Creative Coding Experiments in WebGL
death-in-sg
A visualization of the ebb and flows of different causes of death in Singapore. WIP. https://yizhe-ang.github.io/death-in-sg/
defenders-of-old
A visual exploration of the most decorated players of Dota 2.
hold-your-zebras
A visualization of the base rate fallacy.
MMSceneGraph
ICCV 2021: A brand new hub for Scene Graph Generation methods based on MMdetection (2021). The pipeline of from detection, scene graph generation to downstream tasks (e.g., image cpationing) is supported. Pytorch version implementation of HetH (ECCV 2020) and TopicSG (ICCV 2021) is included.
Scene-Graph-Benchmark.pytorch
A new codebase for popular Scene Graph Generation methods (2020). Visualization & Scene Graph Extraction on custom images/datasets are provided. It's also a PyTorch implementation of paper “Unbiased Scene Graph Generation from Biased Training CVPR 2020”
scene_graph_benchmark
image scene graph generation benchmark
scrolly-video
Components for scroll-based (or other externally controlled) playback.
three.js
JavaScript 3D Library.
Yolov5_DeepSort_Pytorch
Real-time multi-object tracker using YOLO v5 and deep sort