3results about How to "Guaranteed retention" patented technology

The embodiment of the present disclosure provides an image restoration method based on a text-guided and detail-preserving diffusion model, which belongs to the technical field of image processing, and specifically comprises the following steps: obtaining a preliminary degraded image according to a clear image, encoding the clear image into a latent space through an encoder and adding noise to obtain a noise latent variable; inputting the preliminary degraded image and the noise latent variable into a conditional diffusion model as conditions to predict noise added in the t-th step, calculating a latent variable that preserves details and clarity, and decoding a new degraded image through a decoder according to the latent variable; inputting the new degraded image and the noise latent variable into the conditional diffusion model as conditions again to obtain a final predicted noise, and calculating a loss according to the final predicted noise and a preliminary predicted noise to train the conditional diffusion model; saving the model weight of the trained conditional diffusion model, and completing the image restoration process of a target image by using the inference process of DDIM. Through the scheme of the present disclosure, the restoration efficiency and adaptability are improved.

This utility model discloses a dispensing mechanism for a cold drink machine, including a dispensing tray, a housing, and a handle. The dispensing tray is installed on the housing, and the handle is installed on the dispensing tray. The dispensing tray has a second dispensing port, and the bottom of the dispensing tray has a dispensing cover with a first dispensing port connected to the second dispensing port. The bottom of the handle has a sealing element and a transmission assembly. The transmission assembly connects the handle and the sealing element, and is used to control the movement of the sealing element. The sealing element is used to control the opening and closing of the second dispensing port. In this utility model, ice cream or smoothies enter the dispensing cover from the second dispensing port and then exit from the first dispensing port at the bottom of the dispensing cover, effectively avoiding the problem of ice cream or smoothies splashing everywhere when pushed out of the freezing cylinder in traditional cold drink machines.

This invention discloses a method, apparatus, and storage medium for managing electronic project documentation in investment banking. First, it manages the project documentation directory template based on configurable and version management; then, it binds each stage of the project documentation directory; next, it maintains or rebuilds the project documentation directory; it stores project documentation files; it locks the project documentation directory; and finally, it submits the project documentation for verification. This invention not only enables standardized and customized flexible changes to the project documentation directory but also effectively assists in controlling the correctness and integrity of the project execution process. The coordinated operation of directory locking, documentation storage, and documentation submission effectively controls the execution process, ensuring its correctness and integrity. This invention guarantees the flexibility of investment banking project documentation to adapt to internal and external changes and the standardization of documentation file maintenance, thereby improving the efficiency of investment banking operations and the ability to control risks.