Hui-Ting Hong's repositories
Nature-Cut-Out
This is the project I've done during the Machine-Learning Internship in PicCollage. We used Human Pose Estimation approach to generate a novel nature contour around people.
2017_fall_CEDL_hw3_policy_gradient
The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU
Extract_semantic_relation_feature_from_WordNet
This repository mainly on extracting the semantic relation feature base on WordNet. The databse we use is SNLI dataset, which is developed by https://nlp.stanford.edu/projects/snli/
2017_fall_CEDL_hw2_MDPs
The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU
2017_NCTU_MachineLearning_hw1
This is the assignment-1 of machine learning implement in python, which solves 3 mathematical problems and 2 programming problems related to polynomial fitting and polynomial regression.
2017_NCTU_MachineLearning_hw2
This is the assignment-2 of machine learning implement in python, which discusses Bayesian Inference for Gaussian, Bayesian Linear Regression and Logistic Regression.
2017_NCTU_MachineLearning_hw3
This is the assignment-3 of machine learning implement in python, which discuss Gaussian Process for Regression, SVM and GMM.
aiexperiments-bird-sounds
Thousands of bird sounds visualized using machine learning.
beautiful-jekyll
:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll
cb-data-science-workshops
Material for datascience workshops at Cardinalblue
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
dl-docker
An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)
dm_2018_hw_1
Holds instructions for assignment 1 of the Data Mining course
FastMaskRCNN
Mask RCNN in TensorFlow
Internship_techquiz
a short tech quiz on coding
neural-style
Torch implementation of neural style algorithm
python-image-filters
Python script that reads the photoshop curve (.acv) files, extract the polynomials and applies it to an image.
Realtime_Multi-Person_Pose_Estimation
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)