# typhoon Analysis satellite images of typhoons by deep-learning (CNN), based on PyTorch. This CNN learns to map the satellite images of typhoons to their max wind speed from. The labeled train set is obtained from agora/JMA. ## Requirements * BeautifulSoup * PIL * Pytorch ## Usage 1. Run `download.py`, download the satellite image…
☆18Sep 3, 2019Updated 6 years ago
Alternatives and similar repositories for typhoon_prediction
Users that are interested in typhoon_prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- Wind speed prediction using machine learning algorithms and time-series models☆12Jun 27, 2015Updated 11 years ago
- Spatial and temporal interpolation of satellite altimetry data usinig Diva & Divand methods☆10Oct 25, 2019Updated 6 years ago
- This respiratory contains the implementation codes of wind-speed prediction in energy forecasting. This study focused on deep neural netw…☆11Nov 11, 2022Updated 3 years ago
- Analysis satellite images of typhoons in deep-learning (CNN).☆30Mar 10, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Processing tools for generating wind field from best track data☆12Sep 12, 2020Updated 5 years ago
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆17Oct 10, 2025Updated 10 months ago
- Wind Speed Prediction using LSTM☆13Oct 6, 2019Updated 6 years ago
- polarPcolor draws a pseudocolor plot in polar coordinates with a polar grid.☆15Jul 8, 2026Updated last month
- NMEFC——台风相似路径系统☆31Mar 4, 2023Updated 3 years ago
- A MATLAB toolbox designed for the SCHISM ocean model☆17Jul 25, 2026Updated last month
- LSTM to predict wind speed☆56Nov 14, 2020Updated 5 years ago
- Deep learning application for predicting ocean wave behaviors.☆16May 31, 2020Updated 6 years ago
- a GPU-based Princeton Ocean Model☆11Dec 24, 2014Updated 11 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Python interface to National Data Buoy Center☆15Nov 9, 2017Updated 8 years ago
- 🍃 Wind Speed Prediction Model based on Pytorch☆15Dec 4, 2023Updated 2 years ago
- Generates import files for OpenStreetMap with buliding footprints from Kartverket☆14Feb 15, 2025Updated last year
- Code of paper NDVI-Net: A fusion network for generating high-resolution normalized difference vegetation index in remote sensing.☆18Oct 5, 2020Updated 5 years ago
- Forecasting the power generated by wind turbines using Deep Neural Networks and Clustering Approach☆22Feb 23, 2022Updated 4 years ago
- PyTorch code for the Paper "Wind speed prediction using multidimensional convolutional neuralnetworks"☆22Jul 1, 2024Updated 2 years ago
- Spectral oceanwaves classes and SWAN IO☆18Nov 17, 2016Updated 9 years ago
- third generation spectral wave model WAM Cycle 6☆21Nov 19, 2025Updated 9 months ago
- Python implementation of Convolutional Neural Network (CNN) proposed in academia☆28Jun 6, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Hurricane Analysis and Forecast System☆58Updated this week
- Work done at the H2O Open Tour NYC 2016 Hackathon, and later refinements☆22Oct 22, 2018Updated 7 years ago
- ScientiMate: Coastal and Ocean Data Analysis Library☆26Nov 10, 2024Updated last year
- Set of Matlab(r) functions for the partition of directional wave spectra to its wind and different swell components. The partitions are i…☆20Mar 30, 2022Updated 4 years ago
- Docker container to run Delft3D: a world leading open-source 2D/3D modeling suite to investigate hydrodynamics, sediment transport, morph…☆33Jul 30, 2015Updated 11 years ago
- Virtual Reality Maze Game Using Unity and GVR.☆17Mar 22, 2017Updated 9 years ago
- Mapping for a Sustainable World: QGIS technical supplement☆15Jan 6, 2026Updated 7 months ago
- A Responsive Social Media Website With Theme Customization Using HTML CSS & JavaScript☆16Apr 14, 2023Updated 3 years ago
- 电影推荐系统前端☆21Dec 11, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ChatGPT API assisted Chatbot: an Attractive Advance Personal Website. It looks like chatting bot, and it's connected to chatgpt API! Same…☆18Jun 19, 2024Updated 2 years ago
- Visualizations and predictive analytics which uses statsbomb and other data sources to visualize metrics like shot location, through ball…☆11May 17, 2021Updated 5 years ago
- five-six 的前端项目☆25Nov 11, 2020Updated 5 years ago
- Detecting Burned Areas with Sentinel-2 remote sensing data using Deep Learning☆19Jun 1, 2021Updated 5 years ago
- 2021珠海数据开放创新应用大赛(卫星遥感数据分析)