Gi-Luen Huang's Projects
Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
Prof. Yun-Nung (Vivian) Chen "Applied Deep Learning"
2022 Fall ADL final
The final project of the course of Security and Privacy of Machine Learning (SPML) at National Taiwan University (NTU)
Airflow tutorial for beginner
中文廣告刊板之中文字辨識,搭配yoloV5抓取ROI中的中文單字位置後,辨識中文單字
Personal website
Prof. Shao-Yi Chien "Computer Vision"
Competition for 2022 AI Cup "農地作物現況調查影像辨識競賽 - 春季賽:AI作物影像判釋"
ICIP 2022: CTGAN : Cloud Transformer Generative Adversarial Network (Offical implementation)
ICSSE2020 : Face Expression and Tone of Voice for Deception System(Official implementation)
Implement some useful tools for deep learning
Prof. Yu-Chiang Frank Wang "Deep Learning for Computer Vision (DLCV)"
DSen2-CR: A network for removing clouds from Sentinel-2 images. This repo contains the model code, written in Keras, as well as links to pre-trained checkpoints and the SEN12MS-CR dataset.
Reconstruct and recognize face using eigenfaces
ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos
A deep learning based gaze estimation framework implemented with PyTorch
The final project of the course of Deep Learning in Medical Imaging (DLMI) at National Taiwan University (NTU)
The hw1 of the course of Deep Learning for Computer Vision (DLCV) at National Taiwan University (NTU)
The midterm project of the course of Deep Learning in Medical Imaging (DLMI) at National Taiwan University (NTU)
Repository for Leetcode practicing
Some practice about MERN project
OpenMMLab Image Classification Toolbox and Benchmark
Code used in Microsoft Learn modules to support Azure DevOps
Competition for T_Brain "尋找花中君子 - 蘭花種類辨識及分類競賽"