HansBambel / SmaAt-UNetLinks
PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"
☆258Updated 2 months ago
Alternatives and similar repositories for SmaAt-UNet
Users that are interested in SmaAt-UNet are comparing it to the libraries listed below
Sorting:
- The Radar Echo Extrapolation Model☆35Updated 3 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆50Updated last year
- Skilful precipitation nowcasting using deep generative models of radar☆35Updated 3 years ago
- A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)☆51Updated 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.☆33Updated 5 years ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆418Updated 2 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Updated last year
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆75Updated 3 years ago
- ☆91Updated 10 months 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
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆82Updated 4 years ago
- This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …☆26Updated 4 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆248Updated this week
- TianChi AIEarth Contest Solution☆80Updated 3 years ago
- ☆19Updated 3 years ago
- pytorch implemention of trajGRU.☆577Updated 5 years ago
- A list of Precipitation Nowcasting papers and related resources.☆153Updated 5 months ago
- Video Predicting using ConvLSTM and pytorch