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 and a U-Net-like segmentation model.The technology was studied on the segmentation ta

The issues of reducing snickers edible cookie dough the negative environmental impact of meat processing enterprises on the environment are considered.Various types of pollution are analyzed, and the most dangerous sources of pollution are identified.On the basis of the studied references, it is concluded that the solution of the problems of enviro

Buzz pollination is a specialized pollination syndrome yaya vape that requires vibrational energy to extract concealed pollen grains from poricidal anthers.Although a large body of work has examined the ecology of buzz pollination, whether acoustic properties of buzz pollinators affect pollen extraction is less understood, especially in weeds and i

Urban stormwater may contain pollutants from different traffic vehicular sources including brake and tire wear, exhaust emissions, and atmospheric deposition.In this research, we took advantage of COVID-19 restrictions to evaluate the effects cruella online lt of historically low vehicular circulation on stormwater quality (metal concentrations and

Stripe rust (yellow rust), caused by Puccinia striiformis f.sp.tritici (Pst), is one of the most devastating diseases of wheat throughout the world.H9020-1-6-8-3 is a translocation line originally developed from interspecific hybridization between wheat line 7182 and Psathyrostachys huashanica Keng and is resistant to most Pst races in China.To ide