Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
☆14Dec 1, 2024Updated last year
Alternatives and similar repositories for GA-SmaAt-GNet
Users that are interested in GA-SmaAt-GNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆22Dec 15, 2023Updated 2 years ago
- ☆13Jun 24, 2024Updated last year
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- The repository for paper AA-TransUNet: Attention Augmented TransUNet For Nowcasting Tasks.☆49Nov 12, 2023Updated 2 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆53Jul 22, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆10Nov 18, 2021Updated 4 years ago
- ☆18May 24, 2023Updated 2 years ago
- The Radar Echo Extrapolation Model☆40Jul 6, 2021Updated 4 years ago
- ☆17Feb 14, 2024Updated 2 years ago
- A list of Precipitation Nowcasting papers and related resources.☆182Dec 16, 2024Updated last year
- ☆33Jan 3, 2024Updated 2 years ago
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆13Dec 14, 2021Updated 4 years ago
- This repository contains the SwinV2_Weather model, developed for the "Analyzing and Exploring Training Recipes for Large-Scale Transforme…☆21Oct 8, 2024Updated last year
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆21Jul 5, 2018Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- A model for short-term precipitation forecasting based on radar data☆72Jul 4, 2024Updated last year
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆26May 12, 2023Updated 2 years ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆10Jan 24, 2026Updated 2 months ago
- a GAN for precipitation downscaling☆43Mar 7, 2022Updated 4 years ago
- ConvLSTM for short-term precipitation forecasting.☆23Apr 17, 2019Updated 6 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Feb 17, 2021Updated 5 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated last year
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Jul 19, 2022Updated 3 years ago
- MeteoNet's toolbox and documentation☆130Aug 24, 2021Updated 4 years ago
- ☆14Feb 4, 2022Updated 4 years ago
- Microservice for consuming NWP data.☆17Apr 2, 2026Updated last week
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆25Dec 9, 2024Updated last year
- [TMLR2026] Video Prediction Transformers without Recurrence or Convolution☆154Jan 13, 2026Updated 3 months ago
- ☆17Apr 7, 2021Updated 5 years ago
- [ICIVC 2019] "LSTM multi-modal UNet for Brain Tumor Segmentation"☆60Mar 14, 2020Updated 6 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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.☆35Apr 23, 2020Updated 5 years ago
- ☆12Dec 19, 2023Updated 2 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆36Feb 21, 2023Updated 3 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- ☆19Mar 16, 2022Updated 4 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆48Oct 14, 2021Updated 4 years ago
- short term precipitation prediction with a UNet☆30Jan 8, 2021Updated 5 years ago