precision-agriculture
There are 26 repositories under precision-agriculture topic.
px39n / Awesome-Precision-Agriculture
Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture.
- Language:Jupyter Notebook 47
RentadroneCL / AI-Agro
Set of Machine Learning Algorithms developed with the aim of determining health states of different types of crops
Language:Jupyter Notebook 33- LoRa-sensor-node-device
emanuel36 / LoRa-sensor-node-device
Low-cost sensor node device using solar energy and a sx1276 LoRa transmitter for a Wireless Sensor Network.
Language:C 25 meltoner / agrofelis
Agile energy dense agricultural robot design plans and open source code repository
Language:G-code 25wikilimo / mobile-pest-identification
A Lightweight Deep Learning Model for Automated Pest Detection on Mobile
Language:Python 22peter-evance / demo-efarm
This GitHub repo contains the code for a precision agriculture app built with Python-Django, and Typescript-Angular. The whole web app is designed to help farmers manage their dairy and poultry farms by making data-driven decisions for their business. In this repo, you'll find the code for the dairy and poultry franchises
Language:Python 20simranvolunesia / Irrigreat
Precision Agriculture based ML and DL project (local host deployment) which have features of crop recommendation, fertilizer recommendation and pesticide recommendation.
md-121 / yellow-sticky-traps-dataset
Yellow Sticky Traps Dataset with improved annotations. Based on: "Raw data from Yellow Sticky Traps with insects for training of deep learning Convolutional Neural Network for object detection" by A.T. Nieuwenhuizen et. al.
datasetinsectsimagesdeep-learningbounding-boxesmachine-learningimage-processingyellow-sticky-trapshigh-resolutionprecision-agricultureprecision-farmingartificial-intelligencewhiteflymacrolophus-pygmaeustrialeurodes-vaporariorumnesidiocoris-tenuisclassificationimage-classificationobject-detectionpestMr-TalhaIlyas / CWD30
Official Repository for CWD30 Dataset
Language:Python 17bovheat / bovheat
Bovine Heat Detection and Analysis Tool (BovHEAT) - Automated heat detection and analysis tool for "SCR Heatime" cow activity monitoring data.
Language:Python 15grimmlab / UAVWeedSegmentation
Deep Learning-based Early Weed Segmentation using Motion Blurred UAV Images of Sorghum Fields
Language:Python 14fsalv / DeepWay
Official TensorFlow code for the paper "DeepWay: a Deep Learning Waypoint Estimator for Global Path Generation".
Language:Jupyter Notebook 11juliotorrest / yield_aeroponics
AI to Predict Yield in Aeroponics
Language:Jupyter Notebook 11mrr00b00t / batchsat
This project aims to build a software that can download Sentinel-2 satellite images in batch for data analysis.
Language:Python 11arduino-libraries / Arduino_EdgeControl
Arduino Library for Arduino Edge Control
Language:C++ 10Official TensorFlow code for the paper "Waypoint Generation in Row-based Crops with Deep Learning and Contrastive Clustering" presented at ECML PKDD 2022.
Language:Python 8joschindlbeck / AGTracker
An Android APP to record precision areas for farming purposes
Language:Kotlin 8terravion / terravion-examples
TerrAvion API example
- Embeddable-Software-for-Irrigation-Control
SoothingMist / Embeddable-Software-for-Irrigation-Control
This project develops C++ and Python standard-language software for embedding in irrigation controllers for human-supervised fully-automated distributed systems.
yildizozan / precision-agriculture-computer-vision
NOT COMPLETED - To use deep domain adaptation techniques in order to develop a deep network that can produce semantic segmentation maps for precision agriculture
Language:Jupyter Notebook 6suryan-s / Precio
Precio is a comprehensive application designed to assist modern farmers in optimizing their agricultural operations by incorporating precision farming practices.
Language:TypeScript 5di-unipi-socc / bonsaifog
BonsaiFog - Fog Application
Language:JavaScript 4eupassarinho / soil-carbon-and-spectroscopy-with-PLS-and-LASSO
R scripts for predicting soil organic carbon using soil spectral library from visible, near-infrared and shortwave-infrared (VNIR) and middle-infrared (MIR) using LASSO and PLS regression methods and the target-oriented cross-validation strategy.
Language:R 4maikbasso / plant-line-detection
Autonomous UAV guidance on precision agriculture plantations based on crop row detection algorithm.
Language:C++ 4- Language:Jupyter Notebook 4
ricber / Plant-Phenotyper
A modular software architecture for Automatic Plant Phenotyping
Language:C++ 4- Language:Python 3
AishwaryaM12 / ML-Precision-Agriculture-Web-App
This web application uses Machine Learning to recommend crop, fertilizer, pesticide and storage process based on various variables. Algorithm used is SVM for multi-classification
Language:HTML 3BigDataGrapes-EU / ontology
BigDataGrapes H2020 project
Language:HTML 3dtcMLOps / align_pointcloud
Alignment between the coordinate system of a point cloud and the global coordinate system of pcl
Language:C++ 3essicolo / site-specific-multilevel-modeling-of-potato-response-to-nitrogen-fertilization
🥔 Supplementary material for Parent, S.-É., Leblanc, M., Parent, A.-C., Coulibali, Z. and Parent, L.E. (2017). Site-specific multilevel modeling of potato response to nitrogen fertilization. DOI: 10.3389/fenvs.2017.00081
Language:R 3mKotoulas / Vegetation-Indexes
A python script to apply VARI,GLI and VIGREEN vegetation indexes in a set of user defined images
Language:Python 3mstrocchi / plantalyzer
OpenCV script to spot plants affected by Fusarium wilt.
Language:Python 3xml94 / EmbracingLimitedImperfectTrainingDatasets
Embrace limited and imperfect training datasets in plant disease recognition using deep learning.
