An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery.
☆50Jan 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 last year
- Land cover mapping of the Orinoquía region in Colombia, in collaboration with Wildlife Conservation Society Colombia. An #AIforEarth proj…☆36Mar 12, 2021Updated 5 years ago
- Sentinel-2 Satellite Images Semantic Segmentation with U-NET☆25Dec 1, 2024Updated last year
- This repository provides a way to extract water bodies using deep learning methods in GEE.☆37Nov 9, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Detect deforestation in the Amazon rainforest from satellite images☆10Feb 9, 2018Updated 8 years ago
- Centroid-UNet is deep neural network model to detect centroids from satellite images.☆32Mar 7, 2022Updated 4 years ago
- Deep learning with TensorFlow and earth observation data.☆26Jun 15, 2023Updated 3 years ago
- ☆11Oct 28, 2021Updated 4 years ago
- Spatial Data Analysis with High Performance Computing (HPC)☆10Oct 8, 2025Updated last year
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆13May 16, 2020Updated 6 years ago
- Gallery repo for the pangeo-tutorial landsat-8 notebook on Pangeo Gallery http://gallery.pangeo.io/index.html☆13Nov 17, 2020Updated 5 years ago
- Various experiments on the Sen4AgriNet dataset☆40Aug 15, 2024Updated 2 years ago
- Deep learning framework; image classification; Nature Food publication☆11Mar 28, 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.
- ☆12May 19, 2025Updated last year
- Unet pytorch on Custom dataset☆13May 7, 2023Updated 3 years ago
- 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
- XGBOOST ➕ CNN 🔥☆22Jun 8, 2020Updated 6 years ago
- Dataset and codes for the paper "Surveying coconut trees using high-resolution satellite imagery in remote atolls of the Pacific Ocean“ (…☆11Feb 4, 2023Updated 3 years ago
- [SC2023] POMELO: Fine-grained Population Mapping from Coarse Census Counts and Open Geodata☆13Aug 5, 2024Updated 2 years ago
- 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆161Aug 8, 2025Updated last year
- Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.☆27Jul 10, 2023Updated 3 years ago
- [Science China Information Sciences 2023] MFVNet: Deep Adaptive Fusion Network with Multiple Field-of-Views for Remote Sensing Image Sema…☆17Apr 26, 2023Updated 3 years ago
- [PAMI 2021] Gating Revisited: Deep Multi-layer RNNs That Can Be Trained☆18Dec 3, 2021Updated 4 years ago
- Python - Rasterio and Geopandas to calculate Zonal Statistics☆15Nov 14, 2019Updated 6 years ago
- The physics guided and injected learning NN for SAR image patch-wise classification☆34Oct 8, 2023Updated 3 years ago
- An algorithm that predicts yearly Aboveground Biomass for Finnish forests using satellite imagery. [NeurIPS 2023 Datasets & Benchmarks Tr…☆30Jan 5, 2024Updated 2 years ago
- SHAP-Based Interpretable Object Detection Method for Satellite Imagery☆14Jul 29, 2022Updated 4 years ago
- A global bird detector model for the DeepForest-pytorch package☆12Apr 14, 2023Updated 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.
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆23Mar 25, 2021Updated 5 years ago
- SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation☆300Apr 20, 2024Updated 2 years ago
- [Remote Sensing] A Swin Transformer-based Encoding Booster Integrated in U-shaped Network☆15Jun 21, 2022Updated 4 years ago
- Patch-wise Land Cover Classification using Sentinel-2 Satellite and Deep Learning☆10Apr 26, 2023Updated 3 years ago
- ☆53Mar 18, 2023Updated 3 years ago
- ☆18Oct 6, 2025Updated last year
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆65Jan 6, 2026Updated 9 months ago