flaredragon / traffic-congestion-predictionLinks
Proposed Proof of Concept to solve Traffic Congestion and Prediction Problem for Smart Cities by using LSTM(for future prediction) + CNN(To detect traffic density) + using tweets and combine all three to produce a traffic congestion factor and suggest routes based on that using Google API at any time in future.
☆15Updated 2 years ago
Alternatives and similar repositories for traffic-congestion-prediction
Users that are interested in traffic-congestion-prediction are comparing it to the libraries listed below
Sorting:
- LCTFP: A freeway traffic flow prediction model based on CNN and LSTM☆96Updated 6 years ago
- a model for traffic flow forecast☆29Updated 6 years ago
- Deep model for accident risk prediction over sparse traffic data☆44Updated 4 years ago
- Algorithms for prediction of congestion from Network State☆18Updated 5 years ago
- dc数据竞赛 汽车出行预测☆10Updated 6 years ago
- 交通流量多模型预测☆49Updated 4 years ago
- Road safety is one of the top most priority of every government and individual. Government spends billions of dollars on making great roa…☆14Updated 4 years ago
- 交通流预测☆17Updated 4 years ago
- Using LSTM networks to predict demand per location in Manhattan.☆16Updated 4 years ago
- using vehicle's trajectory data to analysis the driver's driving behaviors, then to predict the car accident rate☆21Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- 《交通大数据理论与方法》☆169Updated 2 years ago
- A dataset for understanding urban transportation. This is an urban traffic speed dataset, which consists of 214 anonymous road segments w…☆31Updated 7 years ago
- ☆91Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- 城市交通流量时空预测---山东省数据应用(青岛)创新创业大赛。http://sdac.qingdao.gov.cn/common/cmptIndex.html☆36Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆231Updated 4 years ago
- Predict traffic flow with LSTM. For experimental purposes only, unsupported!☆54Updated 6 years ago
- This repository includ LSTM(test)、VanillaLSTM、ConvLSTM works for graduation project about TrafficFlowPredict.☆8Updated 5 years ago
- The implementation of the paper "A Physics-Informed Transformer Model for Vehicle Trajectory Prediction on Highways". The paper is now un…☆12Updated 3 years ago
- 交通流量预测项目在研,以下是本人学习过程中积累整理的资源,会持续更新☆228Updated 4 years ago
- A time series task- predicting traffic flow using LSTM model☆21Updated 5 years ago
- Long Short-Term Memory(LSTM) is a particular type of Recurrent Neural Network(RNN) that can retain important information over time using …☆35Updated 4 months ago
- 城市交通道路流量预测☆55Updated 6 years ago
- 利用已有的地铁流量历史数据建立模型,实现数据间存在的关联,为该城市未来一天的地铁流量进行一个较为准确的预测☆26Updated 5 years ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆22Updated 4 years ago
- 2018年全球程序员大赛参赛作品, 在给定的数据基础上,加上自己采集的飞机、天气等影响因子, 利用svm算法预测航班延误率.☆9Updated last year
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆50Updated 2 years ago
- Traffic Prediction using LSTM method.☆58Updated 8 years ago
- short term traffic forecasting using deep learning architectures☆21Updated 2 years ago