Imaging techniques such as CT scans have found widespread application in kidney diagnosis. These imaging techniques can estimate kidney size, shape, and position; provide information about kidney function; and assist in diagnosing structural abnormalities such as cysts, stones, and infections. However, different operators have different levels of success when it comes to using CT scans to diagnose renal conditions. The images can be interpreted in various ways due to factors such as the abilities and experiences of the operators, variances in how individuals see the images, and changes in the characteristics utilized for diagnosis. The detection of chronic renal disease might be improved with automated approaches and computer-aided diagnosis systems; however, research into these methods has been limited. According to the findings of this research, the Random Forest classifier has the highest level of accuracy (96.33%) among the various Machine Learning classifiers. As a result, the researchers concluded that chronic renal disease might have been caused by its acquisition. The outcomes of this study indicate that further research should be conducted. Suppose these suggested algorithms
Preparing in front of the mirror in the morning takes time. This Smart Mirror can solve several business issues simultaneously. This voice service system analyzes customer inquiries and instructions using "ALEXA". Smart Mirror, based on the Raspberry Pi 4, is the newest design to replace our mirrors with high-tech and inventive applications. We have all seen various things that help the country and world thrive in this modern era.Multitasking is required since it is hard to fit everything into a day. The challenge is controlling everything that might impact a person to prepare for each day and accomplish all the critical chores in front of the mirror more efficiently. This project aims to construct a smart mirror that provides general information like news, time,
Due to highway real-time monitoring issues, manual monitoring cannot quickly detect abnormalities. Incorrect detection and costly monitoring make it hard to determine traffic's operating state. Experiments show that the YOLOv3 algorithm has improved. Real-time detection improves accuracy. Improving the deep-sort vehicle feature description can speed up vehicle tracking. The system now detects vehicle speeding and congestion in real-time utilizing an upgraded vehicle object recognition, tracking algorithm, and expressway traffic monitoring picture. First, the highway corporation's monitoring system was inspected. After monitoring highway footage in various places, lighting, weather, and other conditions, a comprehensive vehicle data set was developed. A deep learning model for vehicle target detection is built on this data. Second, the labeling tool divides the data set and
To avoid road accidents, abandoned and parked things must be detected promptly and appropriately. To avoid road accidents, abandoned and parked things must be detected promptly and appropriately. Most detection algorithms employ 2D image features like target type position and backdrop model accuracy. Environment affects these algorithms, and target types are unreliable. This study proposes a 3D target-based parked and abandoned item recognition method to discriminate target types. State evolution discovers abnormalities first.Second, it splits the parked and abandoned item area using eight-neighborhood seed-filling and two-way monitoring of the initial anomalous zone. Finally, it distinguishes parked and abandoned objects using three ways. The first technique calculates feature height by comparing projection velocities. The height separates
This study aimed to examine the main issues and challenges related to adopting Scrum to carry out the agile process. Our lives can be made better by being agile. It enables the product's speedier, better, and memoryefficient release. The lower danger compared to the traditional It equips Pakistan's software sector with the tools needed to raise the quality of timely delivery of goods. The Scrum methodology is thus a strategy for managing ongoing software development projects instead of finished products. Software businesses need assistance with communication and cost-cutting. Domains are now necessary to develop the Pakistani business. The agile manifesto listed the 12 fundamental tenets for successful client partnerships. Trust is the foundation of a successful team construct when members are spread out throughout a project for a project. Accordingly, it was
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