An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
☆49Jan 14, 2023Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆20Oct 24, 2024Updated last year
- ☆23Aug 21, 2025Updated 11 months ago
- Sentinel-2 Satellite Images Semantic Segmentation with U-NET☆24Dec 1, 2024Updated last year
- A tutorial for creating a gif that displays the land surface temperature (LST) for a selected part of a city, alongside an optical image …☆13Mar 24, 2023Updated 3 years ago
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆37Nov 9, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆11Oct 28, 2021Updated 4 years ago
- Spatial Data Analysis with High Performance Computing (HPC)☆10Oct 8, 2025Updated 9 months ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 2020Updated 6 years ago
- Deep learning framework; image classification; Nature Food publication☆11Mar 28, 2024Updated 2 years ago
- ☆33Jul 25, 2024Updated last year
- Gallery repo for the pangeo-tutorial landsat-8 notebook on Pangeo Gallery http://gallery.pangeo.io/index.html☆13Nov 17, 2020Updated 5 years ago
- A workshop taught in 2023 for NASA SERVIR, ACCA, and members of other environmental organizations in South America☆13Aug 15, 2024Updated last year
- Tool to compare the outputs of the LandTrendr and CCDC algorithms for a single Landsat pixel☆21Jul 7, 2021Updated 5 years ago
- Unet pytorch on Custom dataset☆13May 7, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Scalable workflow for crop boundary delineation using pre-trained deep learning model☆11Jul 20, 2023Updated 3 years ago
- Best Available Pixel calculation using Google Earth Engine☆64Nov 23, 2023Updated 2 years ago
- NASA SEES (2021): CNN Mosquito Detection Research☆11Mar 27, 2022Updated 4 years ago
- [SC2023] POMELO: Fine-grained Population Mapping from Coarse Census Counts and Open Geodata☆13Aug 5, 2024Updated last year
- Experimented with a U-Net variant to perform pixel wise multi-class classification to segment high resolution satellite imagery into land…☆27Apr 7, 2022Updated 4 years ago
- 🌴 A dataset for estimating tropical forest biomass based on drone and field data☆91Sep 7, 2022Updated 3 years ago
- This repository presents the product of my master's thesis, which uses UNet to map deforestation using Sentinel-2 Level 2A images.☆20Nov 29, 2021Updated 4 years ago
- [PAMI 2021] Gating Revisited: Deep Multi-layer RNNs That Can Be Trained☆18Dec 3, 2021Updated 4 years ago
- The physics guided and injected learning NN for SAR image patch-wise classification☆34Oct 8, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Tr…☆30Jan 5, 2024Updated 2 years ago
- A global bird detector model for the DeepForest-pytorch package☆12Apr 14, 2023Updated 3 years ago
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆22Mar 25, 2021Updated 5 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆297Apr 20, 2024Updated 2 years ago
- [Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network☆16Jun 21, 2022Updated 4 years ago
- Patch-wise Land Cover Classification using Sentinel-2 Satellite and Deep Learning☆10Apr 26, 2023Updated 3 years ago
- ☆54Mar 18, 2023Updated 3 years ago
- ☆18Oct 6, 2025Updated 9 months ago
- SegMate: A Segmentation Toolkit☆22Feb 18, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆65Jan 6, 2026Updated 6 months ago
- A new architecture of semantic segmentation called Dense-Attention Networks.☆14Nov 10, 2018Updated 7 years ago
- Official implementation of "DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic c…☆68Mar 25, 2021Updated 5 years ago
- Compare Spectrograms of Hyperspectral and Multispectral Satellite Missions☆17Jun 1, 2020Updated 6 years ago
- ☆13Jan 22, 2025Updated last year
- ☆58Jan 8, 2024Updated 2 years ago
- List of datasets and codes for remote sensing LULC applications.☆58Aug 1, 2024Updated last year