Chunguang (Wayne) ZhangA Spatio-temporal Graph Neural Networks (STGNN) for Traffic Incident Prediction Using Arcpy and…A unique graph deep learning approach for traffic incident prediction.7 min read·Dec 27, 2023--2--2
Chunguang (Wayne) ZhanginTowards Data ScienceSpatio-Temporal ConvLSTM for Crash PredictionA unique deep learning approach for accident prediction7 min read·Sep 14, 2021--3--3
Chunguang (Wayne) ZhangInteresting Animation of Covid-19 cases with Charts and Map using gganimate and tmap in R | Data…Covid-19 has drawn many people’s attention to creating charts and graphs for data analysis and visualization. In the last month, I spent…4 min read·Jul 22, 2020----
Chunguang (Wayne) ZhanginTowards Data ScienceUrban water inlet features detection from EagleView aerial imagery using Mask R-CNN/Keras/ArcGISA promising deep learning practice7 min read·Jan 4, 2020--3--3
Chunguang (Wayne) ZhanginTowards Data ScienceEagleView Super-High-Resolution Image Segmentation with Deeplabv3+ /Mask-RCNN using Keras/ArcGISComputer vision of Machine Learning provides massive opportunities for the GIS world. Its tasks include methods for acquiring, processing…8 min read·Dec 10, 2019--3--3