3results about How to "Meet the generation needs" patented technology

The invention discloses an intelligent report generation system and method based on knowledge graph enhancement, and belongs to the technical field of natural language processing and knowledge graph fusion. In order to solve the problems of insufficient accuracy, low efficiency and opaque reasoning process in the existing structured report generation only depending on large model intrinsic knowledge, the method comprises the following steps of: constructing a knowledge graph containing entities, attributes and relationships, and converting a user natural language problem into a structured query statement by utilizing a first large model; after an entity relationship result is obtained in the knowledge graph, a report with a clear basis is generated by the second large model; and adaptation can also be realized through query languages. By means of structured knowledge and efficient query of the knowledge graph, the accuracy and generation efficiency of the report conclusion are improved, the reasoning process is traceable, meanwhile, the flexibility and universality of the scheme are enhanced, and the method is suitable for structured report generation scenes such as enterprise data analysis and industry research.

This utility model discloses a gas filtration device, which includes an inlet cabinet and an outlet cabinet. The inlet cabinet is positioned above the outlet cabinet, and a filter screen is installed between the two cabinets. Two dust collection bags are installed on both sides inside the inlet cabinet, and the dust collection bags are surrounded by a partition net. A ventilation cavity is formed between the adjacent partition nets on the outer sides of the two dust collection bags. Through holes are provided on the side panels of the inlet and outlet cabinets, as well as on the doors of both cabinets. A filter box is located below the filter screen, and a filter assembly is installed inside the filter box. An exhaust fan is located below the filter box, and the exhaust port on the filter box is connected to the air inlet of the exhaust fan via a ventilation pipe. The gas filtration device inputs gas through the side panel of the inlet cabinet, filters it through the dust collection bags and the filter box, and outputs it through the side panel of the outlet cabinet. This effectively filters fine particulate matter near the ground, maintaining a high level of cleanliness in the space where machine racks and workbenches are located in the workshop.

The application provides a defect image generation method and device, equipment and a storage medium, comprising: obtaining an initial image, a text condition and a defect mask for a target product; wherein the text condition is used to represent the category of the defect to be generated, and the defect mask is used to control the generation position of the defect to be generated in the initial image; the initial image is encoded and added with noise to obtain an initial latent variable at the current time step; the initial latent variable, the text condition and the defect mask are input into a diffusion model to obtain a first noise prediction value and a second noise prediction value; obtaining a first intensity parameter and a second intensity parameter for the defect to be generated; based on the first noise prediction value, the second noise prediction value, the first intensity parameter and the second intensity parameter, a defect image is obtained. The position and intensity of the defect can be controlled, and a diversified industrial defect image dataset is constructed, thereby providing high-quality training samples for subsequent defect detection and identification.