Our Archive
Spot spraying is a new method. It is based on a concept that only the infected areas of the crop should be sprayed and not the whole field. This novelty can be implemented by having a modern sprayer, electronics and the target to spray in the crop. This last requirement is provided by the image […]
In agriculture, it is really difficult to precisely distinguish the diseases, the pests that have infected your crop, and also some nutrient deficiencies, because of the symptoms’ similarities, especially at the beginning of their emergence. This task, although it seems to be easy even for farmers and agronomists, has the possibility to cause serious problems […]
Image labeling or annotation is fundamental for every Artificial Intelligent (AI) project. The performance of the trained model is highly dependent on the quality of annotations because this process transfers the human “wisdom” into the AI domain. Lack of clear project objectives, annotation rules, and annotator’s experience are the most common reasons many AI projects fail to achieve their goals. […]
Yield estimation and mapping in orchards are important for growers as it facilitates efficient utilization of resources and improves returns per unit area and time. With accurate knowledge of yield distribution and quantity, a grower can efficiently manage processes such as use of chemicals, fertilization, and thinning. Yield estimation also allows the grower to plan […]
Weeds in the field are the enemy for any crop as they compete with the soil nutrients and can become a host for germs and insects threatening the crops. It is therefore essential to be combated effectively and with as little financial burden as possible for the producer and as little pollution for the environment […]
The first step toward building a computer vision solution is gathering the necessary images and preparing the training dataset. Something of extreme importance for agricultural environments as they are amongst the most challenging due to the constantly changing environmental conditions. Plant’s shape, size, characteristics, and color change throughout the growing season and are heavily dependent […]