Artificial intelligence AI: Computer Vision of Agricultural Pests and Diseases - Strawberry Disease Identification (2 diseases)
Keywords:Agricultural Pests and Diseases, Image Classification, Computer Vision, Artificial Intelligence, Strawberry Disease Identification.
Summary:Strawberry disease identification application scenarios
Strawberry disease identification has important applications in agricultural production and plant protection. Here are five application scenarios for strawberry disease identification:
Field diagnosis and management: Farmers or farm workers can preliminarily identify disease types by observing abnormal symptoms such as discoloration, deformation, and rot of strawberry plants during daily field inspections. This allows for timely control measures, such as pruning diseased leaves, adjusting irrigation and fertilization regimes, or spraying suitable pesticides.
Greenhouse and facility agriculture: In the greenhouse or facility agriculture environment, the occurrence of strawberry diseases may be closely related to environmental factors such as temperature, humidity, and light due to strict environmental control. By regularly monitoring these environmental factors, combined with the growth of strawberry plants, diseases can be more effectively identified and prevented.
Early warning system for pests and diseases: Using Internet of Things technology and sensors, establish an early warning system for strawberry pests and diseases. The system can monitor temperature, humidity, soil conditions, etc. in real time, and analyze the possibility of disease occurrence through data. Once a potential disease risk is detected, the system can issue an early warning in time to remind farmers to take necessary prevention and control measures.
Agricultural education and training: Strawberry disease identification is one of the important teaching contents in agricultural education institutions or training courses. By showing the symptoms of different diseases, explaining the causes of diseases and prevention methods, farmers can improve their ability to identify strawberry diseases and control their level.
Strawberry Disease Identification Interface Documentation
Five diseases that strawberries may encounter and their identification application scenarios:
Strawberry powdery mildew: This disease mainly affects the leaves, petioles, flowers, peduncles and fruits of strawberries. The most predominant feature is the presence of white powder at the site of damage, which is the key to identifying powdery mildew. The disease is highly prevalent in cold areas and facility cultivation, especially in continuous cloudy, rainy, foggy, snowy and other sunny weather, the occurrence and spread are more rapid.
Strawberry Anthracnose: This is a common disease that mainly damages the leaves, petioles and fruits of strawberries. The leaf susceptibility is often black water-soaked small spots, and some chronic anthrax leaf margins are corrugated and scorched; petioles and stems are infected with sunken spindle-shaped lesions; The susceptible lesions of the fruit are sunken and black, soft and stiff. These are all important features to identify strawberry anthracnose.
Strawberry Botrytis Botrytis (Botrytaxis): This disease can damage almost all organs in the aerial part of strawberries. The leaves mostly start from the leaf margin and expand inwardly in a V-shape; susceptible to disease at flowering stage, withering rapidly; The green fruit is susceptible, and the lesions are brown and stiff. At high humidity, the lesions can be densely covered with gray mold, which is the main feature of identifying gray mold.
Strawberry leaf spot (snake's eye disease): mainly affects the leaves of strawberries. The lesions are round, uniform in size, and snake-eyed. This particular lesion shape is an important basis for identifying leaf spot disease.
Strawberry virus disease: the whole plant is affected, the common symptoms are mosaic leaves, yellow edges, wrinkled leaves and mottled, and the diseased plant is dwarfed. In the case of compound infection, the source of the poison is different, and the symptoms are different. The disease is mainly transmitted by aphids and grafting, so when detecting these symptoms, it should be considered that strawberries may be infected with a viral disease.
Visualization example of strawberry disease identification
Two types of strawberry disease types are supported, namely healthy and strawberry leaf blight machine visual credltaplsaaspaasmaasdockerlmage
Disease identification. analysisofagriculturalpestsanddiseases
sofewaremiddleware
Strawberry. Software as a Service (SaaS), Platform as a Service (PaaS5), AP as a Service (AAAS), Model as a Service (MaaS).
Artificial intelligence Software as a Service (SaaS), Platform as a Service (PaaS), AP as a Service (AAAS), Model as a Service (MaaS).
diseases. icredtapisaaspaasmaasdockerimage
Good fortune. 110 copies.
Agricultural pests and diseases.
Computer vision.
Image classification. Artificial intelligence.