LukaDoncic0 / GAN-argcPredNetLinks
GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units
☆11Updated 3 years ago
Alternatives and similar repositories for GAN-argcPredNet
Users that are interested in GAN-argcPredNet are comparing it to the libraries listed below
Sorting:
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆36Updated 3 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 6 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 3 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆22Updated 2 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 8 months ago
- ☆19Updated 3 years ago
- 从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.☆34Updated 5 years ago
- ConvLSTM for short-term precipitation forecasting.☆22Updated 6 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆12Updated last year
- a GAN for precipitation downscaling☆41Updated 3 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆20Updated last year
- The Radar Echo Extrapolation Model☆36Updated 4 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆22Updated 5 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-NetworkW4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆21Updated 2 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Updated 4 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 2 months ago
- Code for TRUNET model☆17Updated 2 years ago
- Code for working with the SEVIR weather dataset☆34Updated 3 years ago
- ☆20Updated 3 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆53Updated last year
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 4 years ago
- Typhoon Prediction☆12Updated 5 years ago
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆43Updated 2 years ago
- An implementation of tensorflow-based TrajGRU model☆24Updated 6 years ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆86Updated 4 years ago
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆268Updated 5 months ago
- A Baseline of Typhoon Prediction☆50Updated last year