Crop classification of fields in South Africa using multispectral imagery
☆18Nov 5, 2022Updated 3 years ago
Alternatives and similar repositories for crop-classification
Users that are interested in crop-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published …☆31Aug 18, 2020Updated 5 years ago
- crop classification using deep learning on satellite images☆138Jan 18, 2021Updated 5 years ago
- Public repository of our IGARSS 2023 submission☆18Jul 18, 2025Updated 9 months ago
- This repository implements a framework to perform semantic segmentation of polarimetric SAR images, coming form Sentinel satellites, usin…☆18Mar 16, 2026Updated last month
- A Large-Scale Semantic Weed Mapping Framework Using Aerial Multispectral Imaging and Deep Neural Network for Precision Farming☆10Dec 8, 2022Updated 3 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.
- Deep learning for multispectral imaging☆14Dec 24, 2014Updated 11 years ago
- ☆27Apr 2, 2026Updated 3 weeks ago
- Official code of the paper "Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing i…☆16Nov 16, 2023Updated 2 years ago
- Random Forest classification of remote sensing data with R☆10Apr 5, 2018Updated 8 years ago
- Regression model that predicts percent area flooded for each 1km grid cell across southern Malawi☆11May 12, 2020Updated 5 years ago
- Post-hurricane structure damage assessment based on aerial imagery leveraging convolutional neural networks☆15Dec 15, 2021Updated 4 years ago
- State-of-the-art crop type classification with Sentinel 2 imagery☆21May 10, 2019Updated 6 years ago
- Here is the code developed for the paper "A deep learning framework based on generative adversarial networks and vision transformer for c…☆17Nov 22, 2022Updated 3 years ago
- Lightweight Python application for sorting images in your dataset☆21Aug 18, 2022Updated 3 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.
- PyTorch Language Modeling Toolkit for Fast Weight Programmers☆21Jun 11, 2025Updated 10 months ago
- Deploy Tensorflow models to Google Cloud Platform for automating predictions on Earth Engine imagery☆25Nov 17, 2022Updated 3 years ago
- wanghr-git/Remote-sensing-image-classification-based-on-random-forest☆16Apr 27, 2021Updated 5 years ago
- rastercube is a python library for big data analysis of georeferenced time series data (e.g. MODIS NDVI)☆19Jul 27, 2017Updated 8 years ago
- 8th place solution to Zindi's FarmPin Crop Detection Challenge☆139Mar 19, 2020Updated 6 years ago
- Scripts for working with GEE☆21Jul 11, 2023Updated 2 years ago
- This repo is an overview of Geospatial analysis with python☆29Sep 11, 2024Updated last year
- Winter Wheat Yield Estimation from Multi-temporal Remote Sensing Images Based on Convolutional Neural Networks☆17Dec 3, 2019Updated 6 years ago
- NGA Deep Learning☆28Jul 27, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis☆431Feb 18, 2023Updated 3 years ago
- Crop Yield Prediction using various ML approaches - Random-Forest Regressor, Gradient-Boosting Regressor, Decision-Tree Regressor, Suppo…☆10Jul 13, 2023Updated 2 years ago
- CMIP6 climate data extraction and treatment by multi-polygon shapefile using ESGF NetCDF and WORLDCLIM datasets☆11Sep 25, 2021Updated 4 years ago
- Fetch satellite data for AOIs☆16Jun 21, 2022Updated 3 years ago
- Semantic Segmentation of MBRSC Aerial Imagery of Dubai Using a TensorFlow U-Net Model in Python☆22Nov 10, 2022Updated 3 years ago
- Image Matching for Crop Fields Using Similarity Invariant Geometric Feature☆10Feb 10, 2021Updated 5 years ago
- Python package with functions for assessing land change, drought vulnerability, and urbanization☆15Apr 23, 2026Updated last week
- Convolutional NN for change detection☆23Oct 31, 2019Updated 6 years ago
- ☆13Jan 20, 2023Updated 3 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.
- ☆14Dec 18, 2023Updated 2 years ago
- ☆13Aug 5, 2024Updated last year
- First implementation of EE8204 Course Project. This code aims at utilizing a Deep Residual U-Net to segment roads from satellite imagery☆12Sep 20, 2020Updated 5 years ago
- 🐼🌹 A simple Pandas accessor for making windrose plots.☆15Mar 20, 2026Updated last month
- Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic c…☆13Jul 26, 2022Updated 3 years ago
- This is the simple geodjango app, in which user can add the locational information from django-admin and the location information will be…☆14Dec 28, 2020Updated 5 years ago
- ☆12Dec 4, 2023Updated 2 years ago