michaeltrs / DeepSatData
Automatically create machine learning datasets from satellite images
☆42Updated 2 years ago
Alternatives and similar repositories for DeepSatData:
Users that are interested in DeepSatData are comparing it to the libraries listed below
- Deep Learning algorithms applied to characterization of Remote Sensing time-series☆34Updated 5 years ago
- Quick start guide for benchmarking MagicBathyNet dataset in learning-based bathymetry and pixel-based classification using Remote Sensing…☆29Updated last month
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆44Updated last year
- ☆33Updated last year
- Hydro -- A Foundation Model for Water in Satellite Imagery☆53Updated last month
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆47Updated last year
- ☆31Updated last year
- Annual and in-season crop mapping in Kenya☆24Updated 3 years ago
- ML Flood Finder Package from Sentinel 1 (SAR) Imagery☆29Updated 7 months ago
- Image/Scene Classification for RemoteSensing Images;Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf☆14Updated 2 years ago
- ☆56Updated 8 months ago
- An LSTM to generate a crop mask for Togo☆28Updated 4 years ago
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆78Updated 2 years ago
- Earth observation framework for scaled-up processing in Python☆42Updated last week
- GeoPatch is a package for generating patches from remote sensing data☆40Updated last year
- Starter-pack for the AI4EO Food Security Challenge☆21Updated last year
- Code for running baseline models/experiments with the Fields of The World dataset☆75Updated 2 months ago
- Machine learning for satellite image time series☆27Updated 5 years ago
- Remote sensing pretrained models easy loading using huggingface -- PyTorch☆26Updated 2 months ago
- ☆32Updated last year
- ☆53Updated last year
- Land Cover Change Detection using Satellite Image Segmentation.☆49Updated 2 months ago
- ☆16Updated this week
- Sensor Independent Cloud and Shadow Masking with Ambiguous Labels and Multimodal Inputs☆37Updated 5 months ago
- Cloud masking for Landsat-8 & Sentinel-2☆34Updated 3 years ago
- Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆61Updated 2 years ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆43Updated 8 months ago
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆42Updated this week
- Repo for testing foundation models☆46Updated last year
- This is the MULTIPLY repository containing the functionality for SAR pre processing.☆32Updated 11 months ago