zhu-xlab / ML4Earth-Hackathon-2022
β13Updated 2 years ago
Alternatives and similar repositories for ML4Earth-Hackathon-2022:
Users that are interested in ML4Earth-Hackathon-2022 are comparing it to the libraries listed below
- The official repository for the paper "Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters"β18Updated last week
- Starter-pack for the AI4EO Food Security Challengeβ21Updated last year
- Official code for π₯ Unsupervised Wildfire Change Detection based on Contrastive Learning π₯β19Updated 2 years ago
- Pytorch dataloader and pytorch lightning datamodule for Earth Observation imageryβ15Updated 3 years ago
- β12Updated last month
- Cloud detetction from Satelllite Imagesβ10Updated 4 years ago
- β10Updated 3 years ago
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)β10Updated 2 years ago
- Models for the EarthNet2021 challenge.β44Updated 8 months ago
- AgriFieldNet Model for Crop Detection from Satellite Imageryβ19Updated 2 years ago
- Earth Observation dataset preprocessing tools for Deep Learningβ38Updated 8 months ago
- β9Updated last year
- Open-source code for the paper "Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach ".β29Updated 2 years ago
- A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitoriβ¦β20Updated 2 years ago
- An open and accessible datacube for environmental and earth system monitoringβ28Updated 7 months ago
- β25Updated 11 months ago
- This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is puβ¦β12Updated 11 months ago
- Source code for "Advection-free Convolutional Neural Network for Convective Rainfall Nowcasting" by Ritvanen et al. (2023)β11Updated last month
- β12Updated 2 weeks ago
- Buteo - Geospatial Analysis Meets AIβ27Updated last month
- Learning from Unlabeled Data: Domain Adaptation for Semantic Segmentationβ11Updated 8 months ago
- A tool for benchmarking and hyper-parameter optimization using TerraTorch. Leverages MLFlow for experiment logging, optuna for hyperparamβ¦β12Updated this week
- Deep Learning for monitoring and forecasting natural hazards with earth observation dataβ13Updated last year
- Scalable workflow for crop boundary delineation using pre-trained deep learning modelβ10Updated last year
- FlipnSlide: A Python Package for for Preserving Spatial Context when Preprocessing Large Scientific Imagesβ14Updated last month
- Demo for label super resolution using epitomesβ9Updated 3 years ago
- SegEval is a Python library that provides tools for evaluating semantic segmentation modelsβ12Updated last year
- IGARSS 2024 Tutorial "A Practical Session on Deep Learning Advances for Monitoring and forecasting Natural Hazards"β26Updated 10 months ago
- Deep learning framework; image classification; Nature Food publicationβ11Updated last year
- β13Updated 2 years ago