iOk Platform for Automatic Search and Analysis of Objects in Images Using Artificial Intelligence in the Study of Supported Catalysts

The iOk platform was presented, which combines the ParticlesNN web service and the DLgram and No Code ML Telegram bots for automatic search and analysis of objects in images using artificial intelligence. The platform allows one to work with any kind of images (electron, probe, and optical microscop...

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Bibliographic Details
Published in:Kinetics and catalysis 2023-08, Vol.64 (4), p.458-465
Main Authors: Nartova, A. V., Matveev, A. V., Mashukov, M. Yu, Belotserkovskii, V. A., Sankova, N. N., Kudinov, V. Yu, Okunev, A. G.
Format: Article
Language:English
Subjects:
Artificial intelligence
Catalysis
Chemistry
Chemistry and Materials Science
Image quality
Neural networks
Object recognition
Optical microscopy
Physical Chemistry
Web services
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Description
Summary:The iOk platform was presented, which combines the ParticlesNN web service and the DLgram and No Code ML Telegram bots for automatic search and analysis of objects in images using artificial intelligence. The platform allows one to work with any kind of images (electron, probe, and optical microscopy images and photographs) of any quality without preprocessing. Users can train a neural network on their own on their images. The results of image recognition are objects and their areas, sizes, and positions in the image. The services are in free access, and coding skills are not required to use them. The iOk platform is a user-friendly tool for working with any kind of images by automatically searching for objects and determining their parameters.
ISSN:0023-1584
1608-3210
DOI:10.1134/S0023158423040092