US 2025/0224722 A1 · PLANT DIAGNOSIS METHOD AND RELATED APPARATUS

Abstract

The present disclosure relates to a plant diagnosis method and related apparatuses. A plant diagnosis method includes: acquiring information related to a plant based on a user input, the information including one or more plant images; inputting the information into a plant diagnosis model, the plant diagnosis model including at least one of a first identification model and a second identification model, the first identification model being configured to acquire growth environment information of the plant based on the information, the second identification model being configured to acquire disease representation information of the plant based on the information, wherein the first identification model and the second identification model are respectively trained using sample-labeled data containing multiple modalities, the multiple modalities including images; and outputting a diagnosis result of the plant determined based on the growth environment information and the disease representation information of the plant through the plant diagnosis model.

Claims24

Dependent claims

A plant diagnosis method, comprising:

acquiring information related to a plant based on a user input, the information comprising one or more plant images;
inputting the information into a plant diagnosis model, the plant diagnosis model comprising at least one of a first identification model and a second identification model, the first identification model being configured to acquire growth environment information of the plant based on the information, the second identification model being configured to acquire disease representation information of the plant based on the information, wherein the first identification model and the second identification model are respectively trained using sample-labeled data containing multiple modalities, the multiple modalities comprising images;
and
outputting a diagnosis result of the plant determined based on the growth environment information and the disease representation information of the plant through the plant diagnosis model.

1 more element

A maintenance system, comprising:

an electronic device, comprising a processor and a memory coupled to the processor and storing instructions, wherein the instructions, when being executed by the processor, enable the processor to:
acquire information related to a plant based on a user input, the information comprising one or more plant images;
input the information into a plant diagnosis model, the plant diagnosis model comprising at least one of a first identification model and a second identification model, the first identification model being configured to acquire growth environment information of the plant based on the information, the second identification model being configured to acquire disease representation information of the plant based on the information, wherein the first identification model and the second identification model are respectively trained using sample-labeled data containing multiple modalities, the multiple modalities comprising images;
output a diagnosis result of the plant determined based on the growth environment information and the disease representation information of the plant through the plant diagnosis model,
generate a maintenance plan according to the diagnosis result, the maintenance plan comprising one or more pairs, each pair of the one or more pairs comprising one or more maintenance tasks and identification of a maintenance apparatus for executing the one or more maintenance tasks;
and
transmit commands to a corresponding maintenance apparatus according to the identification of the maintenance apparatus in the each pair of the one or more pairs in the maintenance plan to control the corresponding maintenance apparatus to complete the one or more maintenance tasks in the pair;
and
a maintenance apparatus communicatively coupled to the electronic device, wherein the maintenance apparatus is configured to execute the one or more maintenance tasks in response to receiving the commands from the electronic device.

6 more elements

Dependencies are inferred from the claim text.

Plant diagnosis method and related apparatus

Life of this patent

Plant diagnosis method and related apparatus

Life of this patent

Abstract

Claims24