Set of Machine Learning Algorithms developed with the aim of determining health states of different types of crops
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Updated
May 17, 2023 - Jupyter Notebook
Set of Machine Learning Algorithms developed with the aim of determining health states of different types of crops
Advancement of UAV, deep Learning and cutting edged technologies and papers in Precision Agriculture.
Neural-Kalman GNSS/INS Navigation for Precision Agriculture
Precision Agriculture based ML and DL project (local host deployment) which have features of crop recommendation, fertilizer recommendation and pesticide recommendation.
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
Bovine Heat Detection and Analysis Tool (BovHEAT) - Automated heat detection and analysis tool for "SCR Heatime" cow activity monitoring data.
Autonomous UAV guidance on precision agriculture plantations based on crop row detection algorithm.
Arduino Library for Arduino Edge Control
A Lightweight Deep Learning Model for Automated Pest Detection on Mobile
TerrAvion API example
🥔 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
An Android APP to record precision areas for farming purposes
Precio is a comprehensive application designed to assist modern farmers in optimizing their agricultural operations by incorporating precision farming practices.
BigDataGrapes H2020 project
Low-cost sensor node device using solar energy and a sx1276 LoRa transmitter for a Wireless Sensor Network.
Official Repository for CWD30 Dataset
Alignment between the coordinate system of a point cloud and the global coordinate system of pcl
Depth video data-enabled predictions of longitudinal dairy cow body weight using thresholding and Mask R-CNN algorithms
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
Deep Learning-based Early Weed Segmentation using Motion Blurred UAV Images of Sorghum Fields
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