Ying-ru,Liu's starred repositories
Air-Pollution-Forecasting
Time Series Analysis of Air Pollutants(PM2.5) using LSTM model
NTU-Thesis-LaTeX-Template
🎓 Unofficial LaTeX templates for your graduate thesis (both master's theses and doctoral dissertations) at National Taiwan University. 國立臺灣大學碩博士學位論文 LaTeX 模板
pspnet-pytorch
PyTorch implementation of PSPNet segmentation network
SampleCode
交通部為落實智慧運輸政策、加速運輸資料整合與開放，創建「TDX運輸資料流通服務平臺」，期透過Open API服務之整合，建立運輸領域開放資料的單一入口，便利加值業者從單一介面快速獲取所需資料。
SatellitePollutionCNN
Developed a novel algorithm to predict air pollution levels with state-of-art accuracy using deep learning and GoogleMaps satellite images
Image_Based_Air_Pollution_detection_using_InceptionV3_Model
In this project work, the main motive is to build a deep learning model to detect air pollution from real-time images. In order to achieve that goal, we have collected data from different sources and then enhanced the low-quality images using the Image enhancement technique. Our next step was to train a CNN (Convolutional Neural Network) on the images in order to detect air pollution by analyzing the clearness of the sky in the image. In this work, we have used the Inception V3 model. After the successful testing of the CNN model, we have deployed the model on an Android Application.
air_pollution
Predicting Air Quality from Webcam Images with Deep Learning
Beijing-air-quality-prediction-internship
This project has applied Machine Learning and Deep Learning techniques to analyse and predict the Air Quality in Beijing.
Air_quality_pred
Machine Learning model which uses closed-form solution of Locally Weighted Regression (LOWESS) Algorithm to predict the Quality of Air
CSE523-Machine-Learning-2023-Air-Quality-Prediction
This repository contains codes, datasets, results, and reports of a machine learning project on air quality prediction.
pm2.5-forecaster
This project aims at forecasting the PM2.5 concentration using the other environmental factors.
Computervisionprojects
Computer Vision Projects
vehicle-speed-detection-using-opencv-python
xml file vehicle detection
HeadFirstDesignPatterns_python
Example code from Head First Design Patterns translated to python
optimizationmodels
Optimization models using various solvers
VGG16-Model-Transfer-Learning
Transfer learning using tensorflow VGG16 image classification model
tensorflow-vgg
VGG19 and VGG16 on Tensorflow
pyscripter
Pyscripter is a feature-rich but lightweight Python IDE
Jupyter-arcpy
Setting Up Jupyter notebooks for ArcGIS
arcgis-python-api
Documentation and samples for ArcGIS API for Python
Learn-Python-
sharing and learning python skills
kaggle-titanic
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅