Justin Ruan's Projects
Source code for 2022 NYCU Spring Material Information on Machine Learning
Anomaly Detection System for 3D printer
Practice for learning Machine learning and deep learning. Each notebook is a topic related to ML and DL.
š A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
AIOT homework for joining the learning course.
Practice code and sources for android series articles
Example for uploading learning repo in 2021 Summer Maker Camp.
Using diffusion model to reach controllable end-to-end driving with Carla simulation environment.
A complete computer science study plan to become a software engineer.
Python version for extracting computational aesthetics features
YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Practice for writing data structure in cpp.
A lightweight Python template for deep learning project or research with PyTorch.
š¤ Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
A project to provide users a error-free data collector
PyTorch version for the "Micro-expression Recognition Based on Facial Graph Representation Learning and Facial Action Unit Fusion"
Simple application for sending Google Form results using email
Project for using Cloud Vision API to quickly deployed the object detection application.
Practicing git!
2020 Spring - NCTU Human Centric Computing Lab Final Project
The Internet of Things
Notebook practice for the Machine learning articles I wrote published on my personal website.
:art: A JavaScript Quality Guide
Config files for my GitHub profile.
My personal website