precision-agriculture

There are 102 repositories under precision-agriculture topic.

  • meyerls/FruitNeRF

    [IROS24] Offical Code for "FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework" - Inegrated into Nerfstudio

    Language:Python28163136

  • px39n/Awesome-Precision-Agriculture

    Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture.

    1107022

  • nesl/agrobot

    Neural-Kalman GNSS/INS Navigation for Precision Agriculture

    Language:Jupyter Notebook567311

  • RentadroneCL/AI-Agro

    Set of Machine Learning Algorithms developed with the aim of determining health states of different types of crops

    Language:Jupyter Notebook3941223

  • Mr-TalhaIlyas/CWD30

    Official Repository for CWD30 Dataset

    Language:Python30205

  • meltoner/agrofelis

    Agile energy dense agricultural robot design plans and open source code repository

    Language:G-code29512
  • 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:C26405

  • wikilimo/mobile-pest-identification

    A Lightweight Deep Learning Model for Automated Pest Detection on Mobile

    Language:Python25407

  • peter-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:Python24308

  • simranvolunesia/Irrigreat

    Precision Agriculture based ML and DL project (local host deployment) which have features of crop recommendation, fertilizer recommendation and pesticide recommendation.

    24518

  • 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.

    20123

  • grimmlab/UAVWeedSegmentation

    Deep Learning-based Early Weed Segmentation using Motion Blurred UAV Images of Sorghum Fields

    Language:Python17433

  • bovheat/bovheat

    Bovine Heat Detection and Analysis Tool (BovHEAT) - Automated heat detection and analysis tool for "SCR Heatime" cow activity monitoring data.

    Language:Python163137

  • arduino-libraries/Arduino_EdgeControl

    Arduino Library for Arduino Edge Control

    Language:C++111467

  • fsalv/DeepWay

    Official TensorFlow code for the paper "DeepWay: a Deep Learning Waypoint Estimator for Global Path Generation".

    Language:Jupyter Notebook11101

  • juliotorrest/yield_aeroponics

    AI to Predict Yield in Aeroponics

    Language:Jupyter Notebook11202

  • mrr00b00t/batchsat

    This project aims to build a software that can download Sentinel-2 satellite images in batch for data analysis.

    Language:Python11200

  • fsalv/ClusterWay

    Official TensorFlow code for the paper "Waypoint Generation in Row-based Crops with Deep Learning and Contrastive Clustering" presented at ECML PKDD 2022.

    Language:Python8101

  • joschindlbeck/AGTracker

    An Android APP to record precision areas for farming purposes

    Language:Kotlin8304
  • 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.

    8201

  • terravion/terravion-examples

    TerrAvion API example

    7664

  • yebigithub/BW_dairy

    Depth video data-enabled predictions of longitudinal dairy cow body weight using thresholding and Mask R-CNN algorithms

    Language:Jupyter Notebook6202

  • 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 Notebook6201

  • eupassarinho/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:R5100

  • suryan-s/Precio

    Precio is a comprehensive application designed to assist modern farmers in optimizing their agricultural operations by incorporating precision farming practices.

    Language:TypeScript5294

  • 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:HTML4102

  • di-unipi-socc/bonsaifog

    BonsaiFog - Fog Application

    Language:JavaScript4400

  • essicolo/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:R4104

  • maikbasso/plant-line-detection

    Autonomous UAV guidance on precision agriculture plantations based on crop row detection algorithm.

    Language:C++4606

  • ohidaoui/SugNet

    A U-Net like convnet for sugar beets crop/weeds segmentation.

    Language:Jupyter Notebook4200

  • ricber/Plant-Phenotyper

    A modular software architecture for Automatic Plant Phenotyping

    Language:C++4202

  • Adalitix/adalitix

    Precision Agriculture Toolkit

    Language:Python3200

  • billygrahamram/WeedCube

    Opensource proximal hyperspectral image dataset of crops and weeds for deep learning.

    Language:Jupyter Notebook3

  • mKotoulas/Vegetation-Indexes

    A python script to apply VARI,GLI and VIGREEN vegetation indexes in a set of user defined images

    Language:Python3200

  • mstrocchi/plantalyzer

    OpenCV script to spot plants affected by Fusarium wilt.

    Language:Python3100

  • PatD123/Crop-Lane-Detect

    Lane Detection using DBSCAN + IPM + A Bit of Temporal Smoothing

    Language:Python3223