davej23 / attention-mechanism-unetLinks
An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
☆43Updated 2 years ago
Alternatives and similar repositories for attention-mechanism-unet
Users that are interested in attention-mechanism-unet are comparing it to the libraries listed below
Sorting:
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆101Updated 10 months ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆89Updated 2 years ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆46Updated 4 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆172Updated last year
- A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution☆39Updated 5 months ago
- An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Tr…☆29Updated last year
- Deep learning models for remote sensing applications☆194Updated last year
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- ☆204Updated 4 years ago
- Open source remote sensing dataset with benchmarks☆205Updated last year
- crop classification using deep learning on satellite images☆124Updated 4 years ago
- a deep model that segments water on multispectral images☆151Updated 2 years ago
- A deep learning model for surface water mapping based on satellite optical image.☆113Updated 4 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆160Updated 2 years ago
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆98Updated 6 months ago
- A Satellite Time Series Dataset for Crop Type Identification☆206Updated 3 years ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆177Updated last year
- Satellite cloud removal with Deep Image Prior.☆68Updated last year
- ☆30Updated 5 years ago
- Collection of TensorFlow 2.0 code for Earth Observation applications☆93Updated 2 years ago
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆43Updated 2 years ago
- Multi-temporal land cover classification. Source code and evaluation of IJGI 2018 journal publication☆106Updated 3 years ago
- ☆241Updated last year
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆39Updated 4 years ago
- ☆35Updated 2 years ago
- ☆56Updated 2 years ago
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".☆93Updated 2 years ago
- Application of deep learning on Satellite Imagery of Sentinel-2 satellite that move around the earth from June, 2015. This image patches …☆93Updated last year
- [RSE 2021] Crop mapping from image time series: deep learning with multi-scale label hierarchies☆63Updated last year
- Slums detection through VHR and MR imagery☆14Updated last year