The invention specifically relates to the technical field of computers and the technical field of biological information, and discloses a method and a
system for constructing a multi-dimensional
database for image recognition of foreign and local diseases and
insect pests, and the method comprises the steps: obtaining basic information,
hazard feature information and other information of foreign and local diseases and
insect pests through self-sampling and
public resource collection and
processing; analyzing the collected
original data set and the scanning image set, and carrying out image preprocessing,
data set division, model evaluation and improved construction on the three-dimensional internal and external models and the image recognition model; a foreign and local pest and
disease damage multi-dimensional
information access rule is constructed, a foreign and local pest and
disease damage image recognition multi-dimensional
database is developed, data support can be provided for research and development of technologies such as rapid and accurate detection and one-time detection, and the
system can become a port entry
plant quarantine information support system. The method can certainly play an important role in improving port
quarantine and extraneous potential
pest control ability, effectively reducing extraneous
quarantine pest introduction and protecting agricultural production and
ecological safety.