redouanelg / EddyNetLinks
EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies
☆71Updated 3 years ago
Alternatives and similar repositories for EddyNet
Users that are interested in EddyNet are comparing it to the libraries listed below
Sorting:
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 4 years ago
- ☆18Updated 7 years ago
- A collection of algorithms to autonomously identify and track mesoscale ocean eddies in sea surface height (SSH) satellite data☆106Updated 2 years ago
- Keras implementation based on Tensorflow and dataset SCSE-Eddy for article "A Deep Framework for Eddy Detection and Tracking from Satelli…☆15Updated 4 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- DeepSD Super-resolution for Climate Downscaling in KDD 2017☆96Updated 3 years ago
- Eddy identification and tracking☆153Updated 3 months ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated 2 years ago
- DINCAE (Data-Interpolating Convolutional Auto-Encoder) is a neural network to reconstruct missing data in satellite observations.☆52Updated 5 months ago
- CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery☆13Updated 7 years ago
- End-to-end machine-learning library for predicting thunderstorm hazards.☆34Updated 3 weeks ago
- Analysis satellite images of typhoons in deep-learning (CNN).☆29Updated 7 years ago
- public codes for fusing CNN networks☆23Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆45Updated 3 months ago
- Submesoscale Oceanic Eddy Detection in SAR Images Using Context and Edge Association Network☆16Updated 4 months ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated 2 weeks ago
- A unified interface to access tropical cyclone best-track datasets in different formats.☆54Updated 6 months ago
- Extrapolate Sea Surface Height and Temperature data to get three dimensional ocean state.☆24Updated 2 years ago
- Typhoon Prediction☆13Updated 5 years ago
- Scripts of downloading weather data: satellite and reanalysis data☆22Updated 2 years ago
- Uses machine learning to predict convective initiation and decay from satellite data.☆25Updated 2 years ago
- Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity☆38Updated 3 years ago
- Some useful and excellent tutorials☆17Updated 6 years ago
- Bayesian Aerosol Retrieval algorithm☆13Updated 5 years ago
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆92Updated 2 years ago
- ☆40Updated 3 years ago
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Updated 4 years ago
- Code associated with the paper 'Seasonal Arctic sea ice forecasting with probabilistic deep learning'☆100Updated 2 years ago
- a GAN for precipitation downscaling☆42Updated 3 years ago
- Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…☆94Updated last year