Intelligent Broken Image Restorer 

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Intelligent Broken Image Restorer 

Old pictures evoke a sense of sentimentality, remind us of a good time gone by and bring back the memories of friends, family, places and events. They are a window to the past that can help us to connect ourselves with our history and use them as a tool to preserve our memories. With the passage of time old pictures get damaged and damaged pictures may lose some information or a portion of our good memory. Restoring damaged or broken images can help to preserve their historical or sentimental value. This is particularly important for images that are rare, irreplaceable, or have significant cultural or historical significance.AI (Artificial Intelligence) can be used to restore the broken images to bring back the complete memory related to broken images.

 

Functional Requirements:

You are required to develop an AI based web application which can restore a broken image. The details of some functional requirements of broken image restoration application are given below.

  1. The application should be able to restore the scanned broken images provided in the formats such as JPEG, PNG, etc. as well as different colour modes like greyscale (black and white), RGB (colourful).
  2. The application should be good enough to detect and repair common image defects such as scratches, noise, missing pixels, and other
  3. The friendly user interface of the application should have clear navigation options and straightforward controls that enable the user to select, preview, and restore the
  4. There should be options to restore a single image or a batch (multiple) of
  5. The application should have some additional image enhancement options like brightness, contrast, saturation, and sharpness adjustments, which can be used to further improve the restored
  6. Application should show the comparison of original and restored image. After looking at the preview of the restored image user can make further enhancements in the image before saving (downloaded) the

Software requirement Specification (SRS)

A Software Requirements Specification (SRS) is a document that describes the functional and non-functional requirements of a software system or application. It serves as a comprehensive reference for stakeholders, including clients, developers, designers, and testers, to understand and agree upon the system’s expected behavior and features. Here’s an outline of what an SRS typically includes:

  1. Introduction:
    • Purpose: Clearly states the purpose and objectives of the document.
    • Scope: Defines the boundaries and extent of the software system.
    • Definitions, Acronyms, and Abbreviations: Provides a list of technical terms used throughout the document.
  2. Overall Description:
    • Product Perspective: Describes the system’s context within the larger environment, including interfaces with external systems.
    • Product Functions: Outlines the high-level functionalities and features of the software.
    • User Characteristics: Describes the intended users or personas and their relevant attributes.
    • Constraints: Identifies any limitations or restrictions on the system design or implementation.

 

 

 

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  Project Scope 

 In programming, the project scope refers to the specific boundaries, objectives, deliverables, and features of a software development project. It defines the work that needs to be done to successfully complete the project and sets clear expectations for all stakeholders involved. The project scope helps to establish a common understanding among the project team, clients, and other stakeholders about what will be included in the final product and what will not.

The project scope typically includes the following elements:

Objectives: The goals and purpose of the project, which may include solving a particular problem, delivering a specific functionality, or achieving certain business outcomes.

Deliverables: The tangible results or outputs that the project will produce. This could be a software application, a website, a mobile app, or any other deliverable defined in the project requirements.

Features and Functionality: The specific features and functionality that the software application or system will provide. This includes the core features as well as any additional requirements specified by the stakeholders.

Boundaries and Limitations: The constraints and limitations of the project, such as time, budget, resources, and technical constraints. These help set realistic expectations and define what is feasible within the project’s scope.

Exclusions: Any features, functionalities, or requirements that are explicitly stated as out of scope for the project. This helps to avoid scope creep and ensures that everyone understands what will not be included in the final product.

Defining the project scope is essential for effective project management, as it provides a clear roadmap and helps manage expectations. It serves as a reference point throughout the project, guiding decision-making, resource allocation, and prioritization of tasks. Changes to the project scope should be carefully evaluated and controlled to avoid scope creep, which can lead to delays, increased costs, and decreased project success.

 

 

            Functional Requirement

Functional requirements are specific statements that describe the intended functionality and behavior of a software system or application. These requirements outline what the system should do, the actions it should perform, and the expected results. Functional requirements are typically documented as part of the Software Requirements Specification (SRS) and serve as the basis for designing, developing, and testing the software.

            Non-Functional Requirement

  • Application will be able to work on all types of operating systems.
  • Application is user friendly.
  • Application Perform fast manipulation and calculations.
  • Application is adaptable.
  • Application will be capable to handle multi user activities simultaneously.
  • There will be back up system to face any problem in system
  • All the options should be learning friendly I.e. member could easily understand what that option will do if he clicked on it.
  • Response Time is very awesome.

Some others are:

  • Accessibility
  • Maintainability
  • Fault Tolerance.
  • Security
  • Robustness

 

 

            Use case Diagram

A use case diagram is a graphical representation of the interactions between actors (users or external systems) and a system under consideration. It is commonly used in software engineering to visualize the functional requirements of a system and to understand how users will interact with the system.

The main purpose of a use case diagram is to capture and define the various ways users or external systems can interact with the system to achieve specific goals or tasks. It helps in identifying the functional requirements of the system by illustrating the different use cases and the actors involved in those use cases.

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            Use case Scenario

A use case scenario, also known as a use case, is a description of a specific interaction between a user or an external system and a system or application. It outlines the steps or actions taken by the actors involved to achieve a particular goal or outcome. Use case scenarios are commonly used in software development and system analysis to understand the requirements and functionality of a system from a user’s perspective.

            Adopted Methodology

An adopted methodology refers to the specific approach or framework that an individual or organization follows to plan, execute, and manage projects or processes. Methodologies provide a structured set of guidelines, processes, and best practices to ensure consistent and successful outcomes.

There are numerous methodologies used across various industries and disciplines. Here are a few commonly adopted methodologies:

  1. Waterfall Methodology: This traditional sequential approach involves completing project phases one after another, such as requirements gathering, design, development, testing, and deployment. Each phase has its own distinct objectives and deliverables, and progress moves linearly from one phase to the next.
  2. Agile Methodology: Agile is an iterative and flexible approach that emphasizes collaboration, adaptability, and continuous improvement. It focuses on delivering work in short cycles called sprints, allowing for frequent feedback and adjustment. Scrum and Kanban are two popular frameworks within the Agile methodology.
  3. Lean Methodology: Lean focuses on eliminating waste and maximizing value by streamlining processes and optimizing efficiency. It emphasizes delivering customer value while minimizing resources, time, and effort. Lean principles are often applied in manufacturing, product development, and service industries.
  4. Six Sigma: Six Sigma is a data-driven methodology that aims to reduce defects and variability in processes. It utilizes statistical analysis and problem-solving techniques to achieve process improvement and quality control. The goal is to achieve a high level of performance and customer satisfaction.
  5. Design Thinking: Design Thinking is a human-centered approach that emphasizes empathy, creativity, and iterative problem-solving. It involves understanding user needs, brainstorming ideas, prototyping, and testing solutions. Design Thinking is commonly used in product design, innovation, and user experience (UX) design.
  6. PRINCE2: PRINCE2 (Projects in Controlled Environments) is a project management methodology widely used in the United Kingdom. It provides a structured framework for managing projects, including defined roles and responsibilities, stages, and processes. PRINCE2 focuses on project governance and control.
  7. DevOps: DevOps combines software development (Dev) and IT operations (Ops) to create a culture of collaboration and continuous integration and delivery. It aims to automate processes, increase efficiency, and shorten development cycles. DevOps emphasizes close collaboration between development, operations, and quality assurance teams.

 

            Work Plan

A work plan is a detailed outline or schedule that defines the tasks, activities, resources, and timelines required to complete a project or achieve specific goals. It provides a roadmap for project execution and helps ensure that all necessary steps are identified and allocated appropriately. Here’s a general structure for creating a work plan:

  1. Define the Project Goals and Objectives: Clearly articulate the desired outcomes and what you aim to achieve with the project. Identify the key deliverables and success criteria.
  2. Break Down the Project into Tasks: Divide the project into smaller, manageable tasks or activities. Each task should be specific, measurable, achievable, relevant, and time-bound (SMART). Consider dependencies between tasks.
  3. Determine Task Dependencies: Identify any logical dependencies between tasks. Some tasks may need to be completed before others can start (predecessors), and some tasks may be dependent on the completion of others (successors).
  4. Estimate Task Durations: Estimate the time required to complete each task. Consider the resources, expertise, and constraints involved. Use historical data, expert judgment, or other estimation techniques to determine realistic durations.
  5. Allocate Resources: Identify the resources (human, financial, equipment, etc.) needed for each task. Determine the availability and allocation of resources throughout the project timeline. Consider any constraints or limitations.
  6. Sequence the Tasks: Arrange the tasks in a logical order based on their dependencies and resource availability. Create a visual representation, such as a Gantt chart or project timeline, to illustrate the sequence of tasks.
  7. Set Milestones: Identify key milestones or checkpoints throughout the project to track progress and ensure alignment with the project timeline. Milestones represent significant achievements or deliverables and help monitor project health.
  8. Determine the Project Timeline: Based on task durations, dependencies, and resource allocation, create a comprehensive project timeline. This timeline should outline start and end dates for each task and milestone, along with the overall project duration.
  9. Assign Responsibilities: Assign specific individuals or teams responsible for each task. Clearly communicate roles and responsibilities, and ensure accountability for task completion.
  10. Monitor and Track Progress: Regularly review and update the work plan to reflect the actual progress of the project. Monitor task completion, identify any deviations or risks, and make adjustments as necessary.
  11. Communicate and Collaborate: Share the work plan with the project team, stakeholders, and other relevant parties. Foster open communication and collaboration to ensure everyone is aligned and aware of the project’s progress and goals.
  12. Review and Adjust: Continuously evaluate the work plan throughout the project lifecycle. Adapt and adjust the plan as new information or challenges arise. Regularly assess risks, constraints, and changes in scope to maintain project alignment.

 

 

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Design Documents

Design documents are detailed representations of the architecture, structure, and components of a software system or application. These documents provide a blueprint for developers and other stakeholders to understand how the system will be designed, organized, and implemented. The specific contents and structure of design documents can vary depending on the project and organization, but here are some common sections found in design documents:

  1. Introduction:
    • Purpose: Describes the objective of the design document.
    • Scope: Defines the boundaries and limitations of the design.
    • Audience: Identifies the intended readers and stakeholders of the design document.
  2. Architecture Overview:
    • System Architecture: Provides an overview of the overall system architecture, including high-level components, modules, and their interactions.
    • Design Principles: Outlines the key design principles and guidelines followed in the system’s architecture.
  3. Detailed Design:
    • Component Design: Describes the detailed design of individual components, modules, or subsystems. It includes information on their interfaces, responsibilities, data structures, algorithms, and interactions with other components.
    • Database Design: If applicable, details the database schema, tables, relationships, and data access mechanisms.
    • User Interface Design: Describes the design of the user interface, including wireframes, mockups, and user interaction flows.
  4. Data Flow and Control Flow:
    • Data Flow Diagrams: Illustrates the flow of data within the system, including inputs, outputs, and data transformations.
    • Control Flow Diagrams: Depicts the control and sequence of activities or processes within the system.
  5. Integration and Interface Design:
    • Integration Strategy: Describes the approach and protocols for integrating different system components, external systems, or APIs.
    • Interface Definitions: Specifies the interfaces and protocols used for communication between system components or with external systems.
  6. Security and Performance Considerations:
    • Security Design: Outlines the security measures, access controls, authentication mechanisms, and encryption methods used to protect the system.
    • Performance Considerations: Discusses the performance requirements, optimization techniques, and scalability considerations of the system.
  7. Error Handling and Exception Handling:
    • Error Handling: Describes the strategies and mechanisms for handling errors, exceptions, and error recovery within the system.
    • Exception Handling: Defines the handling of exceptional situations, such as unexpected inputs or system failures.
  8. Testing and Quality Assurance:
    • Test Strategy: Outlines the overall approach and methods for testing the system, including unit testing, integration testing, and system testing.
    • Quality Assurance: Describes the quality standards, metrics, and processes to ensure the system meets the specified requirements.
  9. Deployment and Maintenance:
    • Deployment Architecture: Specifies the deployment strategy, including hardware and software requirements, network configuration, and installation instructions.
    • Maintenance Considerations: Discusses the maintenance and support requirements, including bug fixes, updates, and versioning.

 

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Entity Relationship Diagram (ERD)

An Entity-Relationship Diagram (ERD) is a visual representation of the relationships among entities (or objects) in a database. It illustrates the logical structure and organization of data within a system. ERDs are commonly used in database design and modeling to depict the entities, attributes, and relationships between them.

Here are the key components of an ERD:

  1. Entities: Entities represent real-world objects or concepts that are relevant to the database. They are depicted as rectangles in the ERD. For example, in a database for a university, entities could include “Student,” “Course,” and “Faculty.”
  2. Attributes: Attributes are the characteristics or properties of an entity. They describe the data associated with an entity. Attributes are depicted as ovals or ellipses connected to their respective entity. For example, attributes for the “Student” entity could include “StudentID,” “Name,” and “Email.”
  3. Relationships: Relationships define how entities are connected or related to each other. They represent associations between entities. Relationships are depicted as lines connecting entities, with labels to describe the nature of the relationship. Common types of relationships include one-to-one, one-to-many, and many-to-many.
  4. Cardinality: Cardinality describes the number of instances of one entity that can be associated with instances of another entity. It defines the multiplicity or participation of entities in a relationship. Cardinality is usually denoted using symbols like “1” and “N” to represent the minimum and maximum occurrences. For example, a one-to-many relationship between “Student” and “Course” may indicate that one student can enroll in multiple courses, but a course can be taken by only one student.
  5. Primary Key: A primary key uniquely identifies each instance of an entity. It is a unique identifier for the entity and is used to establish relationships between entities. In an ERD, primary keys are usually underlined or bolded to distinguish them from regular attributes.
  6. Foreign Key: A foreign key is a reference to the primary key of another entity. It establishes relationships between entities by linking them through shared attributes. In an ERD, foreign keys are depicted as dashed lines connecting entities.
  7. Additional Notations: ERDs may include other notations to represent additional constraints, such as unique constraints, participation constraints, or inheritance relationships.

 

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Sequence Diagrams

Sequence diagrams are a type of UML (Unified Modeling Language) diagram that represents the interactions between objects or components in a system. They illustrate the sequence of messages exchanged between objects over time, depicting the flow of behavior or control within a specific scenario or use case. Sequence diagrams are useful for visualizing the dynamic behavior of a system and understanding how objects collaborate to achieve a particular functionality.

Here are the key elements and notations commonly used in sequence diagrams:

  1. Lifelines: Lifelines represent individual objects or components involved in the interaction. They are depicted as vertical dashed lines and are labeled with the name of the object or component.
  2. Activation Bar: The activation bar, also known as the execution occurrence or lifeline trace, is a horizontal line that extends across the lifeline. It represents the period of time during which an object is actively executing or processing a message.
  3. Messages: Messages are depicted as arrows and represent the communication or interaction between objects. There are different types of messages:
    • Synchronous Message: A synchronous message is represented by a solid arrow and indicates a direct and immediate communication between objects. The sender of the message waits for a response before proceeding.
    • Asynchronous Message: An asynchronous message is represented by a dashed arrow and indicates that the sender does not wait for a response. It represents a non-blocking or concurrent communication between objects.
    • Return Message: A return message, represented by a solid arrow with a dotted line, shows the response or return from a previous synchronous message.
    • Self-Message: A self-message represents an interaction within the same object. It is depicted as a looped arrow that points back to the lifeline of the object.
  4. Combined Fragments: Combined fragments are used to represent various control structures or conditions within a sequence diagram. They include:
    • Loop: Represents a repetitive loop or iteration over a set of messages or interactions.
    • Conditional: Represents a condition or decision point, where different paths of execution are possible based on a specified condition.
    • Alternative: Represents multiple alternative paths of execution based on different conditions or options.
    • Parallel: Represents concurrent or parallel execution of multiple interactions or messages.
  5. Interaction Occurrences: Interaction occurrences, denoted by brackets, are used to show the occurrence of an interaction within a larger sequence diagram. They help modularize and organize complex diagrams by encapsulating related interactions.

 

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Architecture Design Diagram

An Architecture Design Diagram, also known as a System Architecture Diagram or High-Level Design Diagram, is a visual representation of the overall structure, components, and relationships of a software system. It provides an abstract view of the system’s architecture, illustrating the organization and interaction of various modules or components that make up the system.

Here are the key elements and notations commonly used in Architecture Design Diagrams:

  1. Components: Components represent the major functional units or modules of the system. They can be depicted as rectangles or boxes, each labeled with a meaningful name that describes its purpose or functionality. Components may represent subsystems, layers, services, or major software modules.
  2. Relationships: Relationships depict the dependencies and connections between components. Common types of relationships include:
    • Dependency: Represents that one component depends on another component for its functionality or resources.
    • Association: Represents a more loosely coupled relationship between components, indicating that they are related or collaborate in some way.
    • Aggregation/Composition: Represents a whole-part relationship, where one component (the whole) encompasses or includes other components (the parts).
    • Inheritance/Generalization: Represents an inheritance relationship, where one component (the child) inherits properties and behavior from another component (the parent).
  3. Interfaces: Interfaces define the contracts or specifications for communication between components. They represent the methods, operations, or services that components expose to interact with other components. Interfaces can be depicted as labeled lines connecting components, indicating the direction of communication.
  4. Data Flow: Data flow arrows illustrate the flow of data or information between components. They indicate the direction of data movement or communication between components.
  5. Layers/Tiers: Layers or tiers represent the hierarchical organization of the system architecture. They depict the separation of concerns or functional divisions within the system. For example, a common layered architecture may include presentation layer, business logic layer, and data access layer.
  6. Deployment Nodes: Deployment nodes represent the physical or logical entities on which the system or components are deployed. They can represent servers, hardware devices, virtual machines, cloud services, or containers. Deployment nodes are usually depicted as boxes or nodes with labels.
  7. Annotations: Annotations, such as text labels or notes, can be added to provide additional information, clarifications, or explanations about specific components or relationships.

 

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  Class Diagram                                              

A Class Diagram is a type of UML (Unified Modeling Language) diagram that represents the static structure of a software system. It provides a visual depiction of the classes, their attributes, methods, relationships, and interactions within the system. Class diagrams are widely used in object-oriented programming to design, document, and communicate the structure of a system.

Here are the key elements and notations commonly used in Class Diagrams:

  1. Classes: Classes represent the blueprint or template for creating objects. They are depicted as rectangles with three sections:
    • Class Name: The name of the class, usually in bold or capitalized.
    • Attributes: The properties or characteristics of the class, displayed as a list.
    • Methods: The behaviors or operations that can be performed by the class, listed underneath the attributes.
  2. Relationships between Classes: Class diagrams depict relationships between classes, indicating how classes are related or interact with each other. Common types of relationships include:
    • Association: Represents a relationship between two classes, indicating that one class is associated with another. It is depicted as a line connecting the classes, with optional multiplicity (cardinality) and role labels.
    • Aggregation: Represents a “has-a” relationship between classes, where one class is composed of other classes. It is denoted by a diamond-shaped line connecting the classes, with a line and a hollow diamond pointing to the whole class.
    • Composition: Similar to aggregation, composition represents a strong “has-a” relationship, where the lifespan of the whole class depends on the lifespan of the part classes. It is denoted by a diamond-shaped line connecting the classes, with a line and a filled diamond pointing to the whole class.
    • Inheritance/Generalization: Represents an “is-a” relationship, where one class inherits properties, attributes, and methods from another class. It is depicted by a solid line with an open arrowhead pointing from the subclass to the superclass.
    • Dependency: Represents a relationship where one class depends on another class. It is indicated by a dashed line with an arrow pointing from the dependent class to the class it depends on.
  3. Multiplicity: Multiplicity defines the number of instances or occurrences of a class that can be associated with another class in a relationship. It is represented using numbers or ranges near the association lines to indicate the minimum and maximum number of associations.
  4. Abstract and Concrete Classes: Abstract classes are denoted by italicized names, while concrete classes have regular names. Abstract classes cannot be instantiated and often serve as base classes for subclasses to inherit from.
  5. Interfaces: Interfaces define a contract or set of methods that a class must implement. They are depicted as a small circle labeled with the interface name, connected to the implementing class by a dashed line.

 

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Database Design

Database design is the process of creating a structured and efficient database schema that accurately represents the data requirements of an application or system. It involves designing the tables, relationships, constraints, and other elements that make up the database, ensuring data integrity, performance, and scalability. Here are the key steps and considerations in the database design process:

  1. Requirements Analysis: Understand the data requirements of the system by gathering and analyzing the functional and non-functional requirements. Identify the entities, attributes, and relationships that need to be represented in the database.
  2. Conceptual Design: Create a high-level conceptual model of the database using techniques like Entity-Relationship (ER) modeling. Identify the entities, their attributes, and the relationships between them. Refine the model through discussions with stakeholders to ensure a clear understanding of the data structure.
  3. Logical Design: Transform the conceptual model into a logical model that can be implemented in a specific database management system (DBMS). Choose the appropriate data model (e.g., relational, object-oriented, NoSQL) based on the project requirements. Design the tables, define the primary and foreign keys, and establish the relationships between tables.
  4. Normalization: Apply the principles of database normalization to eliminate data redundancy and ensure data consistency. Decompose tables to reduce data duplication and create relationships that represent the associations between entities accurately.
  5. Physical Design: Determine the physical storage structures, indexing mechanisms, and data types to be used in the database. Consider factors such as performance, scalability, and data retrieval efficiency. Define the appropriate constraints, such as unique constraints, referential integrity, and data validation rules.
  6. Denormalization (if necessary): In some cases, denormalization may be applied to improve query performance. This involves selectively reintroducing redundancy into the database design to optimize data retrieval and reduce the need for complex joins.
  7. Security and Access Control: Define the security requirements and access controls for the database. Determine user roles, privileges, and authentication mechanisms to ensure data confidentiality, integrity, and availability.
  8. Data Migration: Plan the migration of existing data into the newly designed database. Develop data migration scripts or processes to transfer data from legacy systems or other sources into the new database structure.
  9. Testing and Optimization: Conduct thorough testing to verify the functionality, performance, and data integrity of the database design. Optimize the database structure, indexing, and query performance as needed.
  10. Documentation: Document the database design, including entity-relationship diagrams, table structures, relationships, and constraints. Document any specific design decisions or assumptions made during the process.

 

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Test Cases   

Test cases are specific scenarios or conditions that are designed to validate the functionality, behavior, and performance of a software application. They are used to ensure that the software meets the specified requirements and performs as expected. Here are some key considerations and examples of test cases:

  1. Functional Test Cases: These test cases focus on verifying the functional requirements of the software. They ensure that the application behaves correctly and produces the expected outputs for different inputs or actions. Examples include:
    • Logging In: Verify that the login functionality works correctly, allowing users to log in with valid credentials and preventing access with invalid credentials.
    • Form Validation: Test that the form validation rules are correctly applied, displaying appropriate error messages for missing or invalid input.
    • Calculation Accuracy: Validate that calculations or mathematical operations in the application produce accurate results.
  2. Boundary Test Cases: These test cases examine the limits and boundaries of the software to ensure it handles extreme or critical values appropriately. Examples include:
    • Maximum and Minimum Values: Test that the software handles the maximum and minimum allowable values correctly, such as for numeric fields or file size limits.
    • Input Length: Verify that the software handles input with the maximum allowed length without any issues or data truncation.
  3. Error Handling Test Cases: These test cases evaluate how the software handles error conditions and unexpected situations. Examples include:
    • Invalid Input: Test the application’s response to invalid or unexpected input, such as entering non-numeric characters in a numeric field.
    • Network or Database Failure: Simulate network or database failures to ensure the application gracefully handles and recovers from such situations.
  4. Performance Test Cases: These test cases focus on evaluating the performance and scalability of the software. Examples include:
    • Load Testing: Test the application’s behavior under heavy loads to ensure it can handle the expected number of concurrent users without significant performance degradation.
    • Response Time: Measure the response time of critical functions or operations to ensure they meet the defined performance criteria.
  5. Usability Test Cases: These test cases assess the user-friendliness and ease of use of the software. Examples include:
    • Navigation and Layout: Verify that the user interface is intuitive, and users can easily navigate through the application.
    • Accessibility: Test that the software adheres to accessibility standards, such as screen reader compatibility and proper keyboard navigation.
  6. Security Test Cases: These test cases evaluate the security measures implemented in the software. Examples include:
    • Authentication and Authorization: Validate that user authentication and authorization mechanisms are working correctly, preventing unauthorized access.
    • Input Validation: Test that the software properly sanitizes and validates user input to prevent security vulnerabilities like SQL injection or cross-site scripting (XSS)

         

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 Prototype phase

The prototype phase is an important stage in the software development life cycle where a preliminary version or prototype of the software application is created. The primary purpose of the prototype is to demonstrate and validate key functionalities, user interface design, and overall feasibility of the software concept before investing significant time and resources into full-scale development. Here are the key aspects and benefits of the prototype phase:

  1. Proof of Concept: The prototype serves as a proof of concept to validate the feasibility and viability of the software idea. It helps stakeholders and development teams assess if the proposed solution can address the intended problem or meet the desired goals.
  2. User Feedback and Iteration: Prototypes are valuable tools for gathering early feedback from users and stakeholders. They allow for quick iterations and refinements based on the feedback received, ensuring that the final product aligns with user needs and expectations.
  3. Functionality Demonstration: Prototypes provide a tangible representation of the software’s functionality. They allow stakeholders to visualize how the application will work, interact with key features, and provide input on any necessary modifications.
  4. User Interface Design and Usability Testing: Prototypes enable designers to create and evaluate the user interface (UI) and user experience (UX) design. They can be used to conduct usability testing and gather insights on user interactions, interface intuitiveness, and overall user satisfaction.
  5. Risk Mitigation: The prototype phase helps identify and mitigate risks early in the development process. By uncovering potential issues, challenges, or technical limitations during the prototype stage, teams can make informed decisions and adjustments to minimize risks before proceeding with full-scale development.
  6. Communication and Collaboration: Prototypes facilitate effective communication and collaboration among stakeholders, including business owners, developers, designers, and users. They provide a shared understanding of the software vision and allow for clearer discussions and decision-making throughout the project.
  7. Time and Cost Savings: Identifying and addressing potential design or functionality issues early in the prototype phase can save significant time and resources in later stages. It helps minimize rework, redesign, and development efforts by ensuring that the final solution meets the desired requirements.

 

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Final Deliverable 

The final deliverable in the software development process refers to the completed and fully functional software product that meets the specified requirements and is ready for deployment. It is the culmination of the development process and includes all the necessary components to deliver the software to the end-users or clients. The specific contents of the final deliverable may vary depending on the project and its requirements, but typically include the following:

  1. Executable Application: The compiled and executable version of the software that can be installed and run on the target environment.
  2. Source Code: The complete source code of the software, including all modules, classes, libraries, and resources. This allows for future maintenance, enhancements, and customization if needed.
  3. Documentation: Comprehensive documentation that describes the software, its functionality, installation instructions, user guides, and any relevant technical documentation. This documentation helps users and administrators understand and effectively use the software.
  4. Database Schema: If the software relies on a database, the final deliverable may include the database schema, scripts, or instructions to set up the required database structure.
  5. Configuration Files: Any configuration files or settings required for the software to run correctly in different environments or configurations. This includes parameters like database connection details, API keys, and other system-specific settings.
  6. Testing Artifacts: The final deliverable may include test cases, test scripts, and test reports that document the testing activities performed during the development process. This helps ensure the quality and reliability of the software.
  7. Installation Packages: If the software requires installation, the final deliverable may include installation packages or installers for different operating systems or platforms. These packages simplify the deployment and installation process for end-users.
  8. Licenses and Legal Documentation: Any necessary licenses, agreements, or legal documentation related to the software, including third-party libraries, open-source components, or intellectual property rights.
  9. Support and Maintenance Documentation: Information about support channels, contact details, and any relevant maintenance or support agreements associated with the software. This helps ensure ongoing support and maintenance of the software after deployment.
  10. Release Notes: Release notes provide information about the version, changes, bug fixes, and any known issues in the software. They serve as a reference for users and administrators to understand the changes and improvements in each software release.

Complete Project Coding

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Project final report

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Presentation

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