walter zesk's repositories
Coastal-Forecast
Web-based application to host a trained coastal forecast machine learning model.
CoastSat.PlanetScope
Batch shoreline extraction toolkit for PlanetScope Dove satellite imagery
CoastSeg
An interactive toolbox for downloading satellite imagery, applying image segmentation models, mapping shoreline positions and more. The mapping extension for CoastSat and Zoo.
DeepSatModels
Deep learning models for remote sensing applications
icesat2-book
Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 monthly gridded sea ice concentration data and other related atmospheric data products.
island_superseg
island coastline superresolution and segmentation
noaa_coops
A Python wrapper for the NOAA CO-OPS Tides & Currents Data and Metadata APIs.
olaFlow
olaFlow CFD Suite is a free and open source project committed to bringing the latest advances for the simulation of wave dynamics to the OpenFOAM® and FOAM-extend communities.
presto
Lightweight, Pre-trained Transformers for Remote Sensing Timeseries
pysteps
Python framework for short-term ensemble prediction systems.
ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
Rainfall_Nowcasting_UNet
Radar Image Extrapolation for Rainfall Forecasting with Convolutional Encoder-Decoder
satellite_image_forecasting
Models for the EarthNet2021 challenge.
satflow
Satellite Optical Flow with machine learning models
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Shoreline_Extraction_GAN
Shoreline extraction via generative adversarial networks, prediction via LSTMs
skillful_nowcasting
Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954
stable-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
stable-diffusion_custom_inpaint
Stable diffusion custom inpainting
team9_latentdiffusion
High-Resolution Image Synthesis with Latent Diffusion Models
tsfm
Foundation Models for Time Series
W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-Network
W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))
weather4cast-2023
Team "team-name" solution for Weather4cast Challenge