Improved agricultural field segmentation in satellite imagery using TL-ResUNet architecture

F Safarov, K Temurbek, D Jamoljon, O Temur… - Sensors, 2022 - mdpi.com
Currently, there is a growing population around the world, and this is particularly true in
developing countries, where food security is becoming a major problem. Therefore …

[引用][C] Driver sleepiness detection using convolution neural network

J Khamzaev, R Yaxshiboyev, T Ochilov… - … ASIAN JOURNAL OF …, 2022 - cajecs.com
This article discusses the CNN model based on artificial intelligence. With this model, it is
possible to define and develop a driver drowsiness detection system. The system will greatly …

Traffic and road sign recognition using deep convolutional neural network

T Kuchkorov, J Khamzaev… - 2021 International …, 2021 - ieeexplore.ieee.org
Automatic road sign recognition is one of the most important steps to help a driver prevent
accidents. In this paper, the deep convolutional neural network (Deep CNN) was used for …

Agro-field boundary detection using mask R-CNN from satellite and aerial images

T Kuchkorov, T Ochilov, E Gaybulloev… - 2021 International …, 2021 - ieeexplore.ieee.org
Agriculture is important to the food security and economic growth of most countries in the
world, especially in developing countries. Accurate information on field boundaries has …

CCTV TASVIRLARINI SEGMENTLASH VA OBYEKTLARNI ANIQLASH UCHUN CHUQUR O 'QITISHGA ASOSLANGAN MODELLAR VA ALGORITMLAR TAHLILI

T Kuchkorov, F Baxritdinov, J Hamzayev - DIGITAL …, 2023 - dtai.tsue.uz
Ushbu maqolada CCTV kameralaridan olingan tasvirlarini segmentatsiyalash va obyektni
aniqlash uchun turli modellar va algoritmlarning tahlili keltirib o 'tilgan. Maqolada chuqur o …

Gastric Ulcer Detection in Endoscopic Images Using MobileNetV3-Small

TA Kuchkorov, NQ Sabitova, TD Ochilov - International Conference on …, 2023 - Springer
In modern medicine, endoscopy plays a very important role as it allows physicians to detect
severe diseases in early development stages. However, diagnosing patients is a …

Satellite Imagery Super Resolution Using Classical and Deep Learning Algorithms

TA Kuchkorov, JX Djumanov, TD Ochilov… - … on Intelligent Human …, 2023 - Springer
The single image super resolution is very essential and needed in applications like image
analysis, recognition, classification, better analysis and diagnosis of complex structured …

[HTML][HTML] AUTOMATED MEASURING SYSTEMS IN MONITORING THE HYDROGEOLOGICAL CHARACTERISTICS OF AQUIFERS

J Djumanov, S Khushvaktov, T Kuchkorov… - Science and …, 2022 - cyberleninka.ru
In this paper presented, the general structure of the proposed control system device, the
capabilities and differences of the proposed device are expressed with graphical and …

[引用][C] Detection of gastric ulcers and lesions applying CNN architecture

TA Kuchkorov, NQ Sabitova, TD Ochilov - International Journal of Contemporary …, 2022