wuwusky / Machine-Learning-for-Weather-Recognition
机器图像算法赛道-天气识别
☆14Updated 5 years ago
Alternatives and similar repositories for Machine-Learning-for-Weather-Recognition:
Users that are interested in Machine-Learning-for-Weather-Recognition are comparing it to the libraries listed below
- 时空预测模型PyTorch复现☆51Updated 2 years ago
- ☆14Updated 5 years ago
- A Baseline of Typhoon Prediction☆48Updated last year
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆36Updated 5 years ago
- ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码☆22Updated 6 years ago
- An implementation by Pytorch☆24Updated 5 years ago
- ☆59Updated 5 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 4 years ago
- Pytorch implementation code of Rainformer☆17Updated last year
- ☆21Updated last year
- GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units☆11Updated 3 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆16Updated 2 years ago
- ☆11Updated 3 years ago
- ☆13Updated 2 years ago
- Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"☆48Updated 2 years ago
- Typhoon Prediction☆12Updated 5 years ago
- This is a Pytorch implementation of PredRNN++☆38Updated 4 years ago
- ConvLSTM for short-term precipitation forecasting.☆20Updated 5 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆12Updated 2 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
- 利用LSTM根据前16帧图像预测第17帧☆22Updated 5 years ago
- UFS-Net: Unified Flame and Smoke detection method for early detection of fire in video-surveillance applications using CNNs☆26Updated last year
- ☆19Updated 2 years ago
- Pytorch implementations of ConvLSTM and ConvGRU modules with examples☆73Updated 3 years ago
- Precipitation Nowcasting using DL - CS230 Deep Learning course group project☆21Updated 4 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆19Updated 4 years ago
- U-Net architecture inspired by "Machine Learning for Precipitation Nowcasting from Radar Images", implemented in Keras (Tensorflow).☆12Updated 3 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆18Updated last year
- Pytorch深度学习基础 实战天气图片识别(基于ResNet50预训练模型,超详细)☆60Updated last year
- ☆15Updated 11 months ago