Revolutionizing the agriculture
Specialists in digital tools, solutions or artificial intelligence systems for agriculture.
What is PESTOUT?
Health status diagnosis system of a tree-crop plantation.
PESTOUT, is able to detect diseases in vineyards and olive-trees through the use of:
UAV
Spectroscopy
Artificial intelligence
Value proposal
Our features are unique in the market. Find out why.
Real-time
diagnosis
Unique system providing real-time tree-crop diagnosis.
Detection
During the asyimptomatic state.
Segmentation
Tree units segmentations.
Low Cost
And high accuracy.
Non-Intrusive
The system does not interfere with the tree-crop plantation.
Digital
platform
Easy to use and inalterability of the information.
How it work?
1. Data collection
PESTOUT is composed of an UAV with thermal and hyperspectral cameras, enabling to collect information on the crop to be diagnosed in an effective and efficient way.
2. Data processing
To eliminate distorsions occurred in the process of information capture, and to adjust the spatial information to a given reference system.
3. Identification and discretization of tree units
Image segmentation is performed using a discretization algorithm, wich is based on K-means clustering. This program divides the digital images into multiple regions identifying crowns of pure trees to extract the characteristic of each object.
4. Selection and calculation of spectral variables
The calculation of the selected spectral and biophysical parameters is carried out by means of a calculation algorithm wich includes all the formulas belonging to the selected parameters, which is called a “spectral library”.
5. Health status assignment
Once the algorithms identify and calculate the trees parameters, based on their values, a state of health is assigned to the plant as well as the disease that affects it and its degree of progress. PESTOUT uses a Back Propagation Neural Network (BPNN) which is a previously trained and calibrated.
6. Health status map of the crop
Lastly, based on the discretization algorithms and tree-units spatial location, and the algorithm for calculating spectral variables and classification of health status, a map is shown by which the producers can take a look at their plantation.
Economic impact
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Technologycal advanteges
SMART AGRO: Digital revolution of agriculture. PESTOUT employs artificial intelligence for decision making.
IoT “Hardware + Communication system”. It allows to perform the discretization of the crop, identifying each tree, to later detect units of diseased units.
Cloud-based Digital Platform will be accessible remotely across different media. It shows the real-time condition of the wind turbine.
Talisman Projects
Young Spanish Start-up company that has been created in March 2019 with the aim of revolutionizing the agriculture sector.
Our team comes from the Institute of Multidisciplinary Mathematics (IMM) of the Polytechnic University of Valencia, with a total of 4 members.
PESTOUT VIDEO