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☆97Updated 6 years ago
- Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).☆629Updated last year
- 交通流量多模型预测☆49Updated 4 years ago
- Deep model for accident risk prediction over sparse traffic data☆44Updated 4 years ago
- A time series task- predicting traffic flow using LSTM model☆21Updated 5 years ago
- Traffic Prediction using LSTM method.☆58Updated 8 years ago
- a model for traffic flow forecast☆29Updated 6 years ago
- traffic-prediction using LSTM and GCN by pytorch☆60Updated 5 years ago
- This repository includ LSTM(test)、VanillaLSTM、ConvLSTM works for graduation project about TrafficFlowPredict.☆8Updated 5 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☆229Updated 4 years ago
- A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction☆108Updated 3 years ago
- 基于图注意力模型（GAT）的交通网络流量预测☆14Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 5 years ago
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆109Updated 4 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆232Updated 4 years ago
- Predict traffic flow with LSTM. For experimental purposes only, unsupported!☆54Updated 6 years ago
- 基于深度学习的共享单车预测与调度解决方案，使用神经网络构建单车需求量与时间段和地理画像的关联，预测不同区域单车需求量；使用蚁群算法规划最优单车调度路径。☆101Updated 6 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆71Updated 4 years ago
- Multidimensional Time Series Prediction by using LSTM☆57Updated 6 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆20Updated 2 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☆27Updated 5 years ago
- research survey of traffic prediction☆27Updated 7 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- Paper STGAT: Spatial-Temporal Graph Attention Networks for Traffic Flow Forecasting☆18Updated 3 years ago
- ☆35Updated 4 years ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆30Updated 4 years ago
- Some TrafficFlowForecasting Solutions(交通流量预测解决方案)☆363Updated 4 years ago
- ☆92Updated 3 years ago
- Code for the paper "Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convol…☆15Updated 4 years ago
- This project aims at the big data challenges for predicting bus arrival time using GPS datasets.☆13Updated last year