zhangyanbiao / predrnn-_pytorch
This is a Pytorch implementation of PredRNN++
☆37Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for predrnn-_pytorch
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 4 years ago
- TianChi AIEarth Contest Solution☆81Updated 3 years ago
- ☆35Updated 4 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.☆32Updated 4 years ago
- LightNet: A Dual Spatiotemporal Encoder Network Model for Lightning Prediction In KDD 2019☆17Updated 4 years ago
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆51Updated last year
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆72Updated 3 years ago
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- Video Predicting using ConvLSTM and pytorch☆112Updated 3 years ago
- ☆25Updated 10 months ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆179Updated 2 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆150Updated 5 years ago
- ☆27Updated 3 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆55Updated 2 months ago
- Self-Attention ConvLSTM for Spatiotemporal Prediction, described in `https://ojs.aaai.org//index.php/AAAI/article/view/6819`, test on Mov…☆61Updated 3 years ago
- STRPM: A Spatiotemporal Residual Predictive Model for High-Resolution Video Prediction, CVPR2022☆17Updated last year
- The Radar Echo Extrapolation Model☆30Updated 3 years ago
- PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"☆14Updated 3 years ago
- AI Challenges based on the SEVIR weather dataset☆38Updated 3 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆11Updated 9 months ago
- An implementation of tensorflow-based TrajGRU model☆23Updated 5 years ago
- ☆89Updated 3 months ago
- Skilful precipitation nowcasting using deep generative models of radar☆34Updated 3 years ago
- ☆14Updated 2 years ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆12Updated last year
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆34Updated 5 years ago
- ☆10Updated 2 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 years ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆27Updated this week
- Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel☆110Updated 5 years ago