Geol Choi, Ph.D's Projects
A very simple generative adversarial network (GAN) in PyTorch
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
PyTorch experiments, demos and tutorials
Interactive JS Charts from R
R-CNN: Regions with Convolutional Neural Network Features
Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes
Simplified HTTP request client.
Reviving Iterative Training with Mask Guidance for Interactive Segmentation
Source code for "A deep dive into reinforcement learning"
R client to interface with MongoDB
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
Have your own Slack like online chat, built with Meteor.
Rust Pixel Editor Example
Boilerplate of Rust WASM
Reference implementation of a two-level RCN model
Python-based implementation of the Selective Search for Object Recognition.
A unified approach to explain the output of any machine learning model.
Easy interactive web applications with R
Deploy Shiny applications to ShinyApps
Shiny wrappers for RGL (WebGL)
Various UI widgets/components not part of Shiny e.g. alerts, styled buttons
Implementation of SIFT algorithm by Python
Gesture Controlled Web based Game using Tensorflow Object Detection Api
Realtime application framework for Node.JS, with HTML5 WebSockets and cross-browser fallbacks support.
Semantic Image Synthesis with SPADE