Jialin Li's repositories
CSE3521-AI-course-projects
This repository is used for the course projects of CSE 3521. The code is written in JavaScript.
CompCartoRecognitionImages
This repo is used to share materials including map or nonmap images used in our paper to reviewers of AAG Annals.
ML-Final-Project
This repository is for the final project of Machine Learning Course. The main task is to apply transfer learning in map identification and classification.
vqa.pytorch
Visual Question Answering in Pytorch
MapImageAnalysis
A project written by JavaScript to analyze map image
MORPC
This repository is for the Regional Sustainability Dashboard in MORPC project
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
bottom-up-attention-vqa
An efficient PyTorch implementation of the winning entry of the 2017 VQA Challenge.
choroColorRead
This repo is to collect data, code and documents for Jialin's third dissertation project about reading spatial patterns of choropleth maps.
classifyThematicMaps
This repository is used to classify thematic maps. The types are circle proportional symbol map, choropleth map, isarithmic maps and dot distribution map.
CompSpatialPatternRecognition
This repo is to publish the map images and code for our paper Computational Cartographic Recognition: Spatial Pattern Recognition.
CompThemeRecognition
This repo is to publish the map images and code for our paper Computational Cartographic Recognition: Theme Recognition.
conditionalMapGeneration
This repository is for conditional map generation using GANs.
Coursera-Deep-Learning-Specialization
Lecture notes of Deep Learning by Andrew Ng, Deeplearning.ai, on coursera.
data
Store data to be download from Google Colab
Hackathon2019
This project will use street view images to identify sidewalk and its surface quality in Columbus, Ohio
JialinLiOSU.github.io
This is the repository specifically for the final project of Geovisualization course
Keras-GAN
Keras implementations of Generative Adversarial Networks.
MapElementDetection
This repository is about map element detection. I would like to detect the legend area, title area and main map area on a choropleth map.
mappingAreaDetection
This is a repo to train object detection model i.e., Mask RCNN to detect mapping areas in the maps
ML-course-projects
For the assignments and projects in Machine Learning Course
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
robustTemplateMatching
Implementation of Robust Template Matching Using Scale-Adaptive Deep Convolutional Features
sidewalk-cv-assets19
Repo for our ASSETS'19 paper applying ResNet to Project Sidewalk data
tensorflow-yolov3
🔥 pure tensorflow Implement of YOLOv3 with support to train your own dataset
yolov3
YOLOv3 in PyTorch > ONNX > CoreML > iOS