2022
DOI: 10.24203/ajas.v10i5.7064
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The Distinction between R-CNN and Fast R-CNN in Image Analysis: A Performance Comparison

Abstract: Deep learning techniques have become vital in many fields in the modern era because they are excellent at analysing and predicting real big data to act in different situations. Although it is marvellous in many aspects, it is prone to misinterpretation of data, so teams of experienced specialists cannot be dispensed with in following up on the execution stages of data analysis. Convolutional Neural Network is one of the most significant deep learning techniques. It is widely employed in visual image analysis. … Show more

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Cited by 23 publications
(14 citation statements)
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“…These techniques had a significant and influential role in confronting the COVID-19 pandemic [24][25][26]. They proved to be powerful techniques in tracking the spread of the virus, predicting, and diagnosing cases of infection [27][28][29][30][31][32]. The digital environment is considered important in the economic development of countries through the establishment of digital cities that depend mainly on modern technologies in their management.…”
Section: Cybersecurity Governancementioning
confidence: 99%
“…These techniques had a significant and influential role in confronting the COVID-19 pandemic [24][25][26]. They proved to be powerful techniques in tracking the spread of the virus, predicting, and diagnosing cases of infection [27][28][29][30][31][32]. The digital environment is considered important in the economic development of countries through the establishment of digital cities that depend mainly on modern technologies in their management.…”
Section: Cybersecurity Governancementioning
confidence: 99%
“… It has a significant role in processing and classifying information and data, regardless of its size. The greater the volume of data (Bigdata), the more influential the ability of artificial intelligence to gain and find more acceptable solutions [20].  Artificial intelligence always seeks to notice similar patterns in the data while seeing the most appropriate ways to analyse it more effectively and better than the human brain [21].…”
Section: Artificial Intelligence Applicationsmentioning
confidence: 99%
“…Early diagnosis of these diseases is challenging with the known traditional methods. In addition, deep learning techniques are utilised to detect breast cancer by locating the disease from images or videos, classifying images, and analysing visual information within images or videos [71][72][73][74][75]. In fact, early diagnosis and careful follow-up are significant in chronic diseases.…”
Section: Digitalisation and Ai In Healthcarementioning
confidence: 99%