davej23 / attention-mechanism-unetLinks
An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
☆46Updated 3 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☆108Updated last year
- An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Tr…☆29Updated 2 years ago
- A comprehensive benchmark for real-world Sentinel-2 imagery super-resolution☆48Updated 9 months ago
- Python code for the DECODE method and mxnet code for Fractal ResUNet☆52Updated 4 years ago
- Crop type mapping of small holder farms in Ghana, and South Sudan☆93Updated 3 years ago
- Code for journal paper "Deep Learning for Land Cover Change Detection".☆39Updated 5 years ago
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆176Updated 2 years ago
- Crop classification of fields in South Africa using multispectral imagery☆18Updated 3 years ago
- ☆32Updated 5 years ago
- NGA Deep Learning☆28Updated 4 years ago
- ☆60Updated last year
- This repository houses a novel patch-based dataset compiled using optical satellite images of Canadian agricultural croplands retrieved f…☆44Updated 2 years ago
- ☆225Updated 4 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆52Updated last year
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Updated 3 years ago
- Satellite cloud removal with Deep Image Prior.☆69Updated last year
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆70Updated 3 years ago
- This a repository with the winners' code from the BioMassters challenge☆46Updated 2 years ago
- Repo for testing foundation models☆55Updated 2 years ago
- ☆36Updated 2 years ago
- ☆36Updated last year
- Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.☆104Updated 10 months ago
- A deep learning model for surface water mapping based on satellite optical image.☆117Updated 4 years ago
- crop classification using deep learning on satellite images☆133Updated 5 years ago
- a deep model that segments water on multispectral images☆155Updated 2 years ago
- Open source remote sensing dataset with benchmarks☆221Updated last year
- This repository contains the code for the paper "An unexpectedly large count of trees in the western Sahara and Sahel".☆95Updated 3 years ago
- Field delineation with Sentinel-2 data from Sentinel-Hub and a ResUnet-a architecture.☆163Updated 2 years ago
- Various experiments on the Sen4AgriNet dataset☆37Updated last year
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆309Updated 4 months ago