fabarca / google_unet_nowcast
U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).
☆11Updated 4 years ago
Alternatives and similar repositories for google_unet_nowcast
Users that are interested in google_unet_nowcast are comparing it to the libraries listed below
Sorting:
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆13Updated 5 months ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆19Updated 2 years ago
- ☆20Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆34Updated 2 years ago
- ☆18Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆11Updated last year
- 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.☆33Updated 5 years ago
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- ☆19Updated 3 years ago
- ☆24Updated 3 years ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated last year
- Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…☆66Updated 3 years ago
- ☆10Updated 10 months ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆18Updated last year
- Code for working with the SEVIR weather dataset☆32Updated 3 years ago
- The Radar Echo Extrapolation Model☆33Updated 3 years ago
- Use machine learning model for intense rainfall prediction. 基于深度学习的天气预报系统研究应用☆10Updated 4 years ago
- ☆17Updated 3 years ago
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆42Updated 4 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 6 years ago
- An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan☆17Updated 6 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 4 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆51Updated 3 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Updated 2 years ago
- Convolutional LSTM for Precipitation Nowcasting☆55Updated 7 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆18Updated 4 years ago
- ☆40Updated 3 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆45Updated 3 years ago