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

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

Neural-Kalman GNSS/INS Navigation for Precision Agriculture

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

Official Repository for CWD30 Dataset

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

Low-cost sensor node device using solar energy and a sx1276 LoRa transmitter for a Wireless Sensor Network.

A Lightweight Deep Learning Model for Automated Pest Detection on Mobile

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

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

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.

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

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

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

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

AI to Predict Yield in Aeroponics

Arduino Library for Arduino Edge Control

An Android APP to record precision areas for farming purposes

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

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