precision-farming

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meyerls /FruitNeRF

Star294

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

agriculture fruit farming nerf precision-agriculture precision-farming nerfstudio fruit-count fruit-counting digital-horticulture

UpdatedJan 7, 2025
Python

md-121 /yellow-sticky-traps-dataset

Star20

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.

machine-learning deep-learning images image-processing artificial-intelligence dataset classification image-classification object-detection high-resolution pest bounding-boxes precision-agriculture insects precision-farming yellow-sticky-traps whitefly macrolophus-pygmaeus trialeurodes-vaporariorum nesidiocoris-tenuis

UpdatedAug 15, 2022

SoothingMist /Embeddable-Software-for-Irrigation-Control

Star8

This project develops C++ and Python standard-language software for embedding in irrigation controllers for human-supervised fully-automated distributed systems.

c weather iot cplusplus cpp evapotranspiration internet-of-things conservation irrigation water iot-application precision-agriculture irrigation-controller precision-farming irrigation-control irrigation-control-system

UpdatedAug 16, 2024

Diego-Barbulo /Instance-Segmentation-and-Tracking

Star6

A Computer Vision methdology to monitor large mammalian herbivores using thermal UAV imagery

tracking algorithm computer-vision deep-learning uav detection thermal-imaging instance-segmentation mots precision-farming cattle-recognition

UpdatedJun 20, 2024
Python

darsan-in /WiseFarmer

Sponsor

Star5

This project is an AI-powered plant disease prediction tool utilizing Convolutional Neural Networks (CNN). It is specialized for identifying diseases in maize, potato, tomato, and rice crops, helping farmers and agricultural professionals detect and manage crop diseases early.

cnn plant-pathology research-and-development food-security precision-farming plant-disease-prediction crop-management open-source-ai agricultural-technology ai-in-farming crop-disease-diagnosis ai-agriculture maize-disease-detection potato-disease-detection tomato-disease-detection rice-disease-detection deep-learning-in-agriculture agricultural-education agricultural-monitoring agriculture-innovation

UpdatedJan 9, 2025
C++

codebydant /align_pointcloud

Star5

Alignment between the coordinate system of a point cloud and the global coordinate system of pcl

cloud cmake robotics ply alignment cmakelists pcl-library precision-agriculture pcd precision-farming

UpdatedJan 3, 2020
C++

AishwaryaM12 /ML-Precision-Agriculture-Web-App

Star4

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

ml webapp precision-agriculture precision-farming crop-prediction

UpdatedJan 14, 2020
HTML

mstrocchi /plantalyzer

Star3

OpenCV script to spot plants affected by Fusarium wilt.

opencv computer-vision drone crops precision-agriculture plants-identification precision-farming fusarium-wilt sick-plants-detector

UpdatedMay 10, 2020
Python

umerghafoor /Precision-Farming-Robot

Star2

Precision Farming Robot using ESP32 for motor control and live video streaming. Controlled via MQTT and a GUI, this system aims to automate farming tasks for smart agriculture.

mqtt opencv iot esp32 robot-control precision-farming smart-agriculture