Alternatives and similar repositories for SmaAt-UNet:

Users that are interested in SmaAt-UNet are comparing it to the libraries listed below

• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆32Updated 3 years ago
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆51Updated 3 years ago
• VincentBouget / rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
  Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"
  ☆51Updated 2 years ago
• YangYimin98 / AA-TransUNet
  The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.
  ☆49Updated last year
• lastproxy / Basic_PredRNN_Seq2seq
  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 4 years ago
• luochuyao / PFST-LSTM
  This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …
  ☆26Updated 4 years ago
• jerrywn121 / TianChi_AIEarth
  TianChi AIEarth Contest Solution
  ☆80Updated 3 years ago
• petrosDemetrakopoulos / LSTM-radar-precipitation-forecast
  A model for short-term precipitation forecasting based on radar data
  ☆60Updated 8 months ago
• jesusgf96 / Broad-UNet
  ☆19Updated 2 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆34Updated 3 years ago
• thuml / MotionRNN
  About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…
  ☆55Updated last year
• openclimatefix / skillful_nowcasting
  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
  ☆235Updated this week
• dreaming-coder / STudy
  时空预测模型PyTorch复现
  ☆52Updated 2 years ago
• sftekin / spatio-temporal-weather-forecasting
  Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture
  ☆51Updated last year
• trichtu / ConvLSTM-RAU-net
  Spatial-temperal Prediction Model based on history observation and WRF numerical prediction
  ☆36Updated 5 years ago
• jhhuang96 / ConvLSTM-PyTorch
  ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
  ☆406Updated 2 years ago
• zhangyanbiao / predrnn-_pytorch
  This is a Pytorch implementation of PredRNN++
  ☆38Updated 4 years ago
• czifan / ConvLSTM.pytorch
  ☆90Updated 7 months ago
• aserdega / convlstmgru
  Pytorch implementations of ConvLSTM and ConvGRU modules with examples
  ☆74Updated 3 years ago
• tyui592 / awesome-precipitation-nowcasting
  A list of Precipitation Nowcasting papers and related resources.
  ☆147Updated 2 months ago
• MIT-AI-Accelerator / neurips-2020-sevir
  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
  ☆82Updated 4 years ago
• giserh / ConvLSTM-2
  Convolutional LSTM for Precipitation Nowcasting
  ☆56Updated 7 years ago
• hydrogo / rainnet
  RainNet: a convolutional neural network for radar-based precipitation nowcasting
  ☆129Updated 3 years ago
• MPBA / TAASRAD19
  Code release to showcase potential usages of TAASRAD19 Dataset
  ☆43Updated 3 years ago
• mazhf / MS-RNN
  ☆28Updated last year
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 3 years ago
• MeteoSwiss / ldcast
  Latent diffusion for generative precipitation nowcasting
  ☆118Updated last year
• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆66Updated 3 years ago
• amazon-science / earth-forecasting-transformer
  Official implementation of Earthformer
  ☆384Updated last year
• wangyifan2018 / ConvLSTM-image-prediction
  Predict pictures based on ConvLSTM
  ☆18Updated 4 years ago