chrieke / awesome-satellite-imagery-datasets
π°οΈ List of satellite image training datasets with annotations for computer vision and deep learning
β3,709Updated 2 years ago
Alternatives and similar repositories for awesome-satellite-imagery-datasets:
Users that are interested in awesome-satellite-imagery-datasets are comparing it to the libraries listed below
- Techniques for deep learning with satellite & aerial imageryβ9,093Updated 3 months ago
- An open source library and framework for deep learning on satellite and aerial imagery.β2,121Updated 2 weeks ago
- List of datasets, codes, and contests related to remote sensing change detectionβ1,772Updated 3 months ago
- Datasets for deep learning with satellite & aerial imageryβ789Updated 3 months ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.β345Updated 11 months ago
- A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imageryβ1,246Updated 5 months ago
- Earth observation processing framework for machine learning in Pythonβ1,155Updated last week
- A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artifiβ¦β854Updated 3 years ago
- Deep networks for Earth Observationβ477Updated 5 years ago
- A curated list of resources focused on Machine Learning in Geospatial Data Science.β638Updated 6 years ago
- Search and download Copernicus Sentinel satellite imagesβ996Updated 5 months ago
- π± Deep Learning for Instance Segmentation of Agricultural Fields - Master thesisβ408Updated 2 years ago
- Python Package for Airborne RGB machine learningβ570Updated this week
- π₯TorchSat π is an open-source deep learning framework for satellite imagery analysis based on PyTorch.β397Updated 4 years ago
- EuroSAT: Land Use and Land Cover Classification with Sentinel-2β430Updated 2 years ago
- Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, cloudsβ2,035Updated 4 years ago
- Download and process satellite imagery in Python using Sentinel Hub services.β836Updated this week
- DroneDeploy Machine Learning Segmentation Benchmarkβ222Updated 2 years ago
- Sentinel Hub Cloud Detector for Sentinel-2 images in Pythonβ447Updated 5 months ago
- Segmentation models with pretrained backbones. Keras and TensorFlow Keras.β4,815Updated 6 months ago
- A ready-to-use curated list of Spectral Indices for Remote Sensing applications.β933Updated 2 months ago
- Satellite Imagery Feature Detection with SpaceNet dataset using deep UNetβ321Updated 5 years ago
- CosmiQ Works Geospatial Machine Learning Analysis Toolkitβ418Updated 2 years ago
- Satellite Image Classification using semantic segmentation methods in deep learningβ307Updated last year
- β1,143Updated last week
- A curated list of Google Earth Engine resourcesβ1,030Updated 10 months ago
- PyTorch implementation of popular datasets and models in remote sensingβ378Updated last year
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial dataβ3,243Updated this week
- List & Map of 700+ companies for geospatial jobs (GIS, Earth Observation, UAV, Satellite, Digital Farming, ..)β757Updated 2 months ago
- Project to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.β192Updated last year