ndavid / EOTorchLoaderLinks
Pytorch dataloader and pytorch lightning datamodule for Earth Observation imagery
☆15Updated 3 years ago
Alternatives and similar repositories for EOTorchLoader
Users that are interested in EOTorchLoader are comparing it to the libraries listed below
Sorting:
- Starter-pack for the AI4EO Food Security Challenge☆21Updated 2 years ago
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"☆18Updated last month
- ☆12Updated last month
- PyTorch EO aims to make Deep Learning for Earth Observation data easy and accessible to real-world cases and research alike.☆44Updated last month
- Earth Observation dataset preprocessing tools for Deep Learning☆38Updated 9 months ago
- Python implementation of image segmentation algorithm of Shepherd et al (2019) Operational Large-Scale Segmentation of Imagery Based on I…☆11Updated this week
- Contains source code for the winning solution of the xView3 challenge https://iuu.xview.us/.☆17Updated 2 years ago
- All the useful tools I have been using while working in data science for remote sensing☆11Updated 5 years ago
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated last year
- Official code for Unsupervised Change Detection of Extreme Events Using ML On-Board☆52Updated last year
- Learning to predict crop type from heterogeneous sparse labels using meta-learning☆19Updated 3 years ago
- Official code for 🔥 Unsupervised Wildfire Change Detection based on Contrastive Learning 🔥☆19Updated 2 years ago
- Buteo - Geospatial Analysis Meets AI☆27Updated 2 months ago
- PyTorch Implementation of Weakly Supervised Pre-training - [IJCAI19]☆12Updated 5 years ago
- ☆27Updated last year
- AgriFieldNet Model for Crop Detection from Satellite Imagery☆19Updated 2 years ago
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆61Updated 6 years ago
- Winners of the STAC Overflow: Map Floodwater from Radar Imagery competition☆49Updated last year
- This repository contains the files for running the Patchify GUI.☆11Updated 3 years ago
- ☆10Updated 3 years ago
- Official implementation of improved parcel boundary delineation using SAM image embeddings and detail enhancement filters☆10Updated last month
- ☆12Updated last month
- Sentinel-2 Cloud and Shadow Detection using Machine Learning☆15Updated 4 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated 2 years ago
- Deep learning for Earth Observation☆54Updated 10 months ago
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)☆10Updated 2 years ago
- Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Ma…☆41Updated 4 years ago
- A simple script to create geo-tagged image chips from high-resolution RS images for training deep learning models such as U-net.☆14Updated 3 years ago
- ☆10Updated 7 months ago
- Models for the EarthNet2021 challenge.☆45Updated 8 months ago