davej23 / attention-mechanism-unetLinks
An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
☆45Updated 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☆107Updated last year
- An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Tr…☆29Updated last year
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆51Updated 4 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
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆69Updated 3 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆92Updated 3 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆175Updated 2 years ago
- ☆220Updated 4 years ago
- NGA Deep Learning☆28Updated 4 years ago
- crop classification using deep learning on satellite images☆133Updated 4 years ago
- Deep learning models for remote sensing applications☆198Updated last year
- A deep learning model for surface water mapping based on satellite optical image.☆114Updated 4 years ago
- a deep model that segments water on multispectral images☆154Updated 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 …☆99Updated 2 years ago
- Slums detection through VHR and MR imagery☆14Updated last year
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆163Updated 2 years ago
- [GSRL] Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.☆72Updated 2 years ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆187Updated last year
- ☆36Updated 2 years ago
- Open source remote sensing dataset with benchmarks☆217Updated last year
- Crop classification of fields in South Africa using multispectral imagery☆18Updated 3 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆52Updated last year
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆255Updated last month
- Image classification on Sentinel-2 satellite imagery.☆40Updated 2 years ago
- ☆258Updated last year
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆66Updated 4 years ago
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".☆94Updated 3 years ago
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆100Updated 9 months ago
- ☆32Updated 5 years ago
- A Satellite Time Series Dataset for Crop Type Identification☆212Updated 3 years ago