Hui-Yu Huang's repositories
yolo2_onnx
Covert original YOLO model from Pytorch to Onnx, and do inference using backend Caffe2 or Tensorflow.
Schedule_Sampling_Seq2Seq_Movie_Script_Chatbot_PyTorch
Build a chatbot based on gender with Seq2Seq and Schedule-Sampling Seq2Seq with PyTorch
first-order-model-m
I propose a method which regards key points as a Graph, modeled by Attention-Based Graph Neural Network.
MMdnn-util
Introduces the utilization of MMdnn(a model converter) and provide a simple GUI for inference task of image classification.
AIA_st2_kaggle_ml4
用Tensorflow2.0進行外匯收盤價預測, 使用LSTM, 1d-CNN, Seq2Seq
DeepLearning_practice
Practice Deep Learning with Tensorflow, Keras, and pure Numpy, including BP algo, CNN, RNN, AotoEncoder, and Adversarial AotoEncoder.
Tbrain_ESUN_credit-card-fraud-detection
玉山人工智慧公開挑戰賽2019秋季賽 真相只有一個 -『信用卡盜刷偵測』
pytorch-gan-in-one-notebook
Readable Implement of GANs with PyTorch. One model, one notebook.
deeplearning_environment_setup
Set up Deep Learning GPU Evironment. Install Cuda-8.0/9.0 + Python 2.7/3.5 + Tensorflow on Ubuntu 16.04
mtan-traced-dwa
For Multi-Task Attention Network (MTAN), I propose a modified Dynamic Weight Average
numpy-GraphNN
Using pure Numpy to Implement general & graph-based deep learning model, including ANN, GCN, ...
AIA_st2_kaggle_ml2
臺灣人工智慧學校(AIA)南部分校技術班第二期-犬隻種類辨識(CNN)
AIA_st2_kaggle_ml3
臺灣人工智慧學校(AIA)南部分校技術班第二期-偶像辨識
jupyterlab-tutorials-2020
A friendly introduction of Jupyter Lab Server for AI primer.
purelyvivid.github.io
My Tech Blog: https://purelyvivid.github.io/
AIA_st2_kaggle_ml
臺灣人工智慧學校(AIA)南部分校技術班第二期 kaggle競賽內容-森林種類預測(DNN)
app-for-container-deployment
Apps for Container Deployment Test on Various Cloud/On-Prem Platform.
clustering-numpy
Implementation of kMeans and DBSCAN with pure Numpy
DeepLearning-MachineLearning_tutorial
For Deep Learning/Machine Learning Primer, FAREASTONE employee training
detectron2_action_recognition
本 repo 藉由人體骨架關鍵點的移動軌跡訓練一個動作識別的模型
getting-started-sparkML
Implement sparkML on 2015 Flight Delays and Cancellations using PySpark
gitbook_deep_learning
my tech blog (unfinished)
Minimum_search_DQN-keras
Find the minimum of an unknown function with Keras using DQN
realcasehousebitprediction
real-case house bit prediction(和築南鐵標售宅) 得標價預測
talking-head
Few-Shot Gan (last year work uploaded) 人工智慧學校南部分校技術班第二期第一名作品--第15組 讓圖片動起來
tfjs_model
Generate and utilize a Pre-trained Model for Tensorflow.js