tchambon / DeepSentinelLinks
Deep learning pretrained model on satellite imagery (Sentinel-2)
☆82Updated 6 years ago
Alternatives and similar repositories for DeepSentinel
Users that are interested in DeepSentinel are comparing it to the libraries listed below
Sorting:
- Experiments with satellite image data☆121Updated 5 years ago
- A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images☆40Updated 2 years ago
- Winners of the Open Cities AI Challenge competition☆124Updated last year
- Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)☆194Updated 4 years ago
- Deep learning courses and projects☆95Updated 7 years ago
- This GitHub repository contains the machine learning models described in Edoardo Nemnni, Joseph Bullock, Samir Belabbes, Lars Bromley Ful…☆58Updated 2 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆107Updated 3 years ago
- Satellite image processing pipeline to classify land-cover and land-use☆85Updated 8 years ago
- Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery☆61Updated 6 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆137Updated 5 years ago
- A sample project demonstrating how to extract building footprints from satellite images using a semantic segmentation model. Data from th…☆107Updated 5 years ago
- Winning Solutions from Crop Type Detection Competition at CV4A workshop, ICLR 2020☆67Updated 5 years ago
- DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding☆45Updated 3 years ago
- Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"☆111Updated 2 years ago
- Road network extraction from satellite imagery, with speed and travel time estimates☆68Updated 5 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆93Updated 2 years ago
- The SpaceNet 7 Baseline Algorithm☆34Updated 4 years ago
- Code for training and testing deep learning based land cover models.☆96Updated 2 years ago
- Sentinel-2 satellite tiles images downloader from Copernicus. Minimizes data download and combines multiple tiles to return a single area…☆46Updated 2 years ago
- Baseline algorithm for the SpaceNet 6 Challenge☆37Updated 5 years ago
- A tool for running deep learning algorithms for semantic segmentation with satellite imagery☆80Updated 2 years ago
- Using CNNs and Sentinel-2 satellite data to predict landslides☆96Updated 3 years ago
- ☆46Updated 7 years ago
- Starter pack for the AI4Food challenge organised by TUM/DLR, Planet and Radiant Earth☆34Updated 2 years ago
- ☆52Updated last year
- Satsense is a Python library for land use/cover classification using satellite imagery☆24Updated 5 years ago
- The winning solutions for the SpaceNet 6 Challenge☆74Updated 4 years ago
- Land Cover Mapping☆203Updated 2 years ago
- This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).☆98Updated 4 years ago
- ☆58Updated 6 years ago