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Mar 22, 2022 · The traits for identification can be muzzle point, iris pattern, face image, retinal vascular, ear vessel pattern, coat patterns, DNA sampling, etc. (Bugge et al. 2011; Kumar et al. 2017c). Cattle identification using biometric will also provide a new development of algorithms and methodologies.
- What Is A Software Architecture?
- Types of Software Architecture Patterns
- Choosing The Right Architecture
- Conclusion
Software Architecture is a high-level structure of the software system that includes the set of rules, patterns, and guidelines that dictate the organization, interactions, and the component relationships. It serves as blueprint ensuring that the system meets its requirements and it is maintainable and scalable. 1. Modularity: Software Architecture...
1. Layered Architecture Pattern
As the name suggests, components(code) in this pattern are separated into layers of subtasks and they are arranged one above another. Each layer has unique tasks to do and all the layers are independent of one another. Since each layer is independent, one can modify the code inside a layer without affecting others. It is the most commonly used pattern for designing the majority of software. This layer is also known as ‘N-tier architecture’. Basically, this pattern has 4 layers. 1. Presentatio...
2. Client-Server Architecture Pattern
The client-server pattern has two major entities. They are a server and multiple clients. Here the server has resources(data, files or services) and a client requests the server for a particular resource. Then the server processes the request and responds back accordingly. Advantages: 1. Centralized Management: Servers can centrally manage resources, data, and security policies, thus simplifying the maintenance. 2. Scalability: Servers can be scaled up to handle increased client requests. 3....
3. Event-Driven Architecture Pattern
Event-Driven Architecture is an agile approach in which services (operations) of the software are triggered by events. When a user takes action in the application built using the EDA approach, a state change happens and a reaction is generated that is called an event. Example: A new user fills the signup form and clicks the signup button on Facebook and then a FB account is created for him, which is an event. Advantages: 1. Scalability: System can scale horizontally by adding more consumers....
Here are some key considerations to help choose the right architecture pattern: 1. Scalability: How well the system need to scale with the increasing load? 2. Performance: Are there any specific performance requirements such as low latency? 3. Availability: Does the system need to be fault-tolerant? 4. Security: What are the security requirements o...
In conclusion, software architecture patterns are essential for designing software that meets specific needs and challenges. The Layered Pattern is great for e-commerce sites with its clear separation of tasks. The Client-Server Pattern works well for centralized resources like email and banking systems. The Event-Driven Pattern is perfect for appl...
Jan 27, 2020 · I laid out some basic software design and architectural concepts and discussed briefly how software is actually built. I mentioned patterns, practices, principles and conventions, and how those influence the software development process. Finally, I gave some sage wisdom representing the "inner game" of software development to help you along ...
Feb 9, 2009 · According to Architectural Styles CS 377 Introduction to Software Engineering: Design Reuse. Well-understood solutions applied to new problems. Code reuse. Shared implementations of invariant aspects of a style. Understandability of system organization. A phrase such as ‘client-server” conveys a lot of information. Interoperability.
- Client/server or 3-Tier or N-Tier
- Separated Presentation
- Model or Gateway
Jan 29, 2016 · In this paper, we present an identification system based on muzzle images. The identification process is based on Support Vector Machine (SVM), Linear Discriminant Analysis (LDA) and Tucker Tensor Decomposition. This selected classifiers we compared on the same dataset of muzzle images with different experiment settings.
- Lukáš Zaorálek, Michal Prilepok, Václav Snášel
- 2016
Jun 13, 2020 · As mentioned previously this post does not try to define what a good software architecture is or how you should design your system, it merely defines what software architecture is and aims to describe it with examples.
People also ask
What is muzzle pattern?
How do you create a muzzle point image?
How to collect muzzle pattern directly from the fields?
Why are muzzle points used for identification?
Jun 4, 2022 · This project aims to initiate the very first step of an individual cattle identification system. Coupled with computer engineer and software development capacity, the optimal model, VGG16_BN, can be installed into a computer vision system to livestream cattle muzzles.
