AI DIFFUSION MODEL-BASED TECHNOLOGY FOR AUTOMATING THE MULTI-CLASS LABELING OF ELECTRON MICROSCOPY DATASETS OF BRAIN CELL ORGANELLES FOR THEIR AUGMENTATION AND SYNTHETIC GENERATION

A technology for the automatic multi-class labeling of brain electron microscopy (EM) objects needed to create large synthetic datasets, which could be used for brain cell segmentation tasks, is proposed.The main research tools were a generative diffusion AI model Leather Flip Wallet Phone Case and a U-Net-like segmentation model.The technology was

Conventional chemical bleaching of coir generates a considerable amount of effluent which is discharged into the local water bodies thereby affecting the water quality there.The possibility of bio-bleaching and bio-softening of coir yarn in order to reduce the requirement of softening and bleaching chemicals in wet processing of coir was studied.Tr

The classification of aerial scenes has been extensively studied as the basic work of remote sensing image processing and interpretation.However, the performance of remote sensing image scene classification based on deep neural networks is limited by the number of labeled samples.In order to alleviate the demand for massive labeled samples, various

In this study, the wake characteristics of an arc blade were measured by the wind tunnel experiment; the characteristics were defined as the width of the wake, diameter of the vortex, ratio of the vortex scale, and the local lift.The influence of the angle of attack on the aerodynamic noise of the blade was quantitatively predicted by using these c