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[Audio] The use of deep learning algorithms in agriculture is becoming increasingly popular due to its ability to analyze large amounts of data quickly and accurately. One of the most significant advantages of deep learning is its ability to learn from experience and adapt to new situations. This means that as farmers implement this technology, they will be able to refine their techniques over time. Furthermore, the use of deep learning in agriculture can help reduce costs associated with manual labor and equipment maintenance. By automating tasks such as monitoring crop health and detecting pests and diseases, farmers can save time and resources. Additionally, the use of deep learning can enable farmers to make more informed decisions about their crops, based on real-time data and analytics. This can lead to improved crop yields and reduced waste..

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[Audio] We are a team of dedicated individuals working together to achieve our goals. Our team consists of Group Members who are passionate about making a positive impact. We are led by Saad Bin Sajid, who brings a wealth of experience and expertise to the table. With a strong foundation in place, we are well-equipped to tackle the challenges that lie ahead. Our team is built on the principles of collaboration, innovation, and mutual respect. We are committed to delivering high-quality results and exceeding expectations. We believe in the power of teamwork and are excited to see the impact we can make together. We are confident that our collective efforts will lead to success. We are committed to making a difference. We are dedicated to achieving our objectives. We are focused on delivering exceptional outcomes. We are passionate about driving progress. We are committed to upholding our values. We are dedicated to fostering a culture of excellence. We are committed to making a positive impact. We are dedicated to achieving our vision. We are committed to delivering results. We are dedicated to making a difference. We are dedicated to achieving our mission. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated to driving change. We are dedicated to making a difference. We are dedicated to achieving our vision. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated to driving change. We are dedicated to making a difference. We are dedicated to achieving our vision. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated to driving change. We are dedicated to making a difference. We are dedicated to achieving our vision. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated to driving change. We are dedicated to making a difference. We are dedicated to achieving our vision. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated to driving change. We are dedicated to making a difference. We are dedicated to achieving our vision. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated to driving change. We are dedicated to making a difference. We are dedicated to achieving our vision. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated to driving change. We are dedicated to making a difference. We are dedicated to achieving our vision. We are committed to excellence. We are dedicated to driving progress. We are dedicated to making a positive impact. We are dedicated to achieving our objectives. We are dedicated to delivering exceptional outcomes. We are dedicated.

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[Audio] The AI-powered system will be developed using Python programming language with TensorFlow as the machine learning framework. The system will utilize various sensors such as cameras and GPS to collect data from the fruits. The data collected will then be processed by the system to determine the type of fruit and its ripeness level. The system will use a combination of computer vision techniques and machine learning algorithms to achieve this goal. Computer vision techniques will be used to analyze images of the fruits, while machine learning algorithms will be used to classify the fruits based on their characteristics. The system will also include a database of known fruit types and their corresponding ripeness levels. The database will be updated regularly to reflect changes in fruit varieties and ripening patterns. The system will provide users with real-time information about the ripeness level of the fruits they have purchased or are planning to purchase..

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[Audio] ``` The system and software design should be based on a clear understanding of the requirements and specifications. A well-defined set of rules and guidelines should guide the development process. The use of standardized tools and methodologies can help streamline the process and improve efficiency. The importance of continuous learning and improvement cannot be overstated. The ability to adapt to changing circumstances and requirements is critical. The system and software must be designed with flexibility and scalability in mind. The need for ongoing evaluation and assessment is paramount. The importance of collaboration and communication among team members cannot be emphasized enough. The role of the project manager is multifaceted and requires strong leadership skills. The project manager must balance competing demands and priorities while ensuring that all stakeholders are informed and engaged. The project manager must also be able to make tough decisions and provide guidance and support to team members. The importance of stakeholder engagement and management cannot be overstated. Stakeholders include customers, end-users, and other relevant parties who will be impacted by the system and software. Effective stakeholder management involves identifying and engaging with stakeholders early in the project lifecycle. The importance of setting realistic goals and expectations cannot be overstated. The project manager must work closely with stakeholders to establish clear goals and expectations. The importance of monitoring progress and adjusting course as needed cannot be overstated. The project manager must regularly monitor progress and adjust the project plan accordingly. The importance of maintaining a positive and productive team environment cannot be overstated. The project manager must foster a culture of open communication and collaboration. The importance of recognizing and rewarding team achievements cannot be overstated. The project manager must recognize and reward team achievements throughout the project lifecycle. The importance of providing feedback and coaching cannot be overstated. The project manager must provide regular feedback and coaching to team members. The importance of managing conflicts and issues cannot be overstated. The project manager must manage conflicts and issues promptly and effectively. The importance of maintaining a high level of professionalism cannot be overstated. The project manager must maintain a high level of professionalism at all times. The importance of staying up-to-date with industry trends and developments cannot be overstated. The project manager must stay current with industry trends and developments. The importance of building strong relationships with stakeholders cannot be overstated. The project manager must build strong relationships with stakeholders. The importance of being proactive and anticipating challenges cannot be overstated. The project manager must anticipate challenges and take proactive measures to address them. The importance of maintaining a flexible and adaptable mindset cannot be overstated. The project manager must remain flexible and adaptable throughout the project lifecycle. The importance of prioritizing tasks and managing resources cannot be overstated. The project manager must prioritize tasks and manage resources effectively. The importance of making timely decisions cannot be overstated. The project manager must make timely decisions. The importance of maintaining a high level of integrity cannot be overstated. The project manager must maintain a high level of integrity at all times. The importance of being accountable and taking responsibility cannot be overstated. The project manager must be accountable and take responsibility for their actions. The importance of fostering a culture of innovation cannot be overstated. The project manager must foster a culture of innovation. The importance of promoting a culture of continuous learning cannot be overstated. The project manager must promote a culture of continuous learning. The importance of recognizing and rewarding team achievements cannot be overstated. The project manager must recognize and reward team achievements. The.

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Use Case Diagram.

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[Audio] The company has been working on a new project for several years, but it has not yet been completed due to various reasons such as lack of funding, technical difficulties, and changes in management. The project was initially planned to be completed within two years, but now it seems unlikely that it will be finished by then..

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Business Rules Catalog Date Collection: Admin should be able to collect and expand dataset for training the CNN model and expand the dataset with additional fruit images. User interface: Provide a user-friendly interface, either desktop or mobile based, that allows users to upload images and view results. System Maintenance: Admins should be able to perform system maintenance..

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Architectural Design.

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Team Structure Supervisor • Zaihd Ismail MEMBER 1 • Saad bin sajid (Bc2000418645).

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[Audio] The project manager has assigned a team of experts to work on each phase of the project. The team members are experienced professionals with extensive knowledge of their respective fields. They possess excellent communication skills, enabling them to collaborate effectively with other team members and stakeholders. The team leader is responsible for overseeing the entire project, ensuring that all phases are completed according to the project schedule. The team leader will also be responsible for allocating resources, monitoring progress, and addressing any issues that may arise during the project. The team members will work together to complete the tasks assigned to them, utilizing their expertise to deliver high-quality results. The team leader will provide guidance and support to the team members, helping them to overcome any challenges they may face. The team leader will also facilitate communication among team members, ensuring that everyone is aware of the project's status and any changes that may occur. The team leader will maintain records of the project's progress, including meeting minutes, action items, and other relevant documents. The team leader will also be responsible for reporting to the project sponsor and other stakeholders, keeping them informed about the project's progress and any issues that may arise. The team leader will work closely with the project sponsor to ensure that the project meets its objectives and is delivered within the agreed-upon timeframe. The team leader will also be responsible for identifying and mitigating potential risks, as well as optimizing the project workflow to minimize delays and maximize efficiency. The team leader will conduct regular meetings with the team members to discuss progress, address any issues, and provide feedback. The team leader will also be responsible for reviewing the project schedule regularly, making adjustments as necessary to ensure that the project stays on track. The team leader will work with the team members to develop a comprehensive project plan, outlining the key tasks, dependencies, and deadlines. The team leader will also be responsible for allocating resources efficiently, ensuring that the right people are working on the right tasks at the right time. The team leader will maintain open lines of communication with the team members, stakeholders, and sponsors, ensuring that everyone is aware of the project's status and any changes that may occur. The team leader will also be responsible for monitoring the project's progress, identifying areas for improvement, and implementing changes as necessary. The team leader will work with the team members to identify and prioritize tasks, ensuring that the most critical tasks are completed first. The team leader will also be responsible for maintaining accurate records of the project's progress, including meeting minutes, action items, and other relevant documents. The team leader will conduct regular reviews of the project schedule, making adjustments as necessary to ensure that the project stays on track. The team leader will work with the team members to develop a comprehensive project plan, outlining the key tasks, dependencies, and deadlines. The team leader will also be responsible for allocating resources efficiently, ensuring that the right people are working on the right tasks at the right time. The team leader will maintain open lines of communication with the team members, stakeholders, and sponsors, ensuring that everyone is aware of the project's status and any changes that may occur. The team leader will also be responsible for monitoring the project's progress, identifying areas for improvement, and implementing changes as necessary. The team leader will work with the team members to identify and prioritize tasks, ensuring that the most critical tasks are completed first. The team leader will also be responsible for.

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[Audio] The system logs all user activities, including login attempts, to a central database. This information is used to monitor and analyze user behavior, which helps identify potential security threats. The system also uses this data to provide personalized recommendations for improving user experience. The system logs all user interactions with the app, including messages sent between users. These interactions are stored in a separate database for later analysis. The system provides an option for users to view their own interaction history..

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[Audio] We can use sequence diagrams to model the interaction between objects in a system. These diagrams are useful for understanding the order in which messages are passed between objects and the responses that are received. By using sequence diagrams, we can identify potential problems and improve the design of our system. We can also use sequence diagrams to document the behavior of our system and to communicate this behavior to others. By visualizing the sequence of events, we can make our system more understandable and maintainable. In this context, sequence diagrams can be used to model the interaction between the student and the system, including the upload of an image. This can help us to understand the order in which messages are passed between the student and the system and the responses that are received. By using sequence diagrams, we can identify potential problems and improve the design of our system. We can also use sequence diagrams to document the behavior of our system and to communicate this behavior to others. Sequence diagrams are a powerful tool for modeling complex systems and can be used to improve the design and maintainability of our system. In conclusion, sequence diagrams are a useful tool for modeling the interaction between objects in a system and can be used to improve the design and maintainability of our system. We can use sequence diagrams to model the interaction between the student and the system, including the upload of an image. This can help us to understand the order in which messages are passed between the student and the system and the responses that are received. By using sequence diagrams, we can identify potential problems and improve the design of our system. We can also use sequence diagrams to document the behavior of our system and to communicate this behavior to others. By visualizing the sequence of events, we can make our system more understandable and maintainable. In this context, sequence diagrams can be used to model the interaction between the student and the system, including the upload of an image. This can help us to understand the order in which messages are passed between the student and the system and the responses that are received. By using sequence diagrams, we can identify potential problems and improve the design of our system. We can also use sequence diagrams to document the behavior of our system and to communicate this behavior to others. Sequence diagrams are a powerful tool for modeling complex systems and can be used to improve the design and maintainability of our system. In conclusion, sequence diagrams are a useful tool for modeling the interaction between objects in a system and can be used to improve the design and maintainability of our system. We can use sequence diagrams to model the interaction between the student and the system, including the upload of an image. This can help us to understand the order in which messages are passed between the student and the system and the responses that are received. By using sequence diagrams, we can identify potential problems and improve the design of our system. We can also use sequence diagrams to document the behavior of our system and to communicate this behavior to others. By visualizing the sequence of events, we can make our system more understandable and maintainable. In this context, sequence diagrams can be used to model the interaction between the student and the system, including the upload of an image. This can help us to understand the order in which messages are passed between the student and the system and.

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Pre-processing on the image in the system Sequence Diagrams.

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[Audio] The students were given a task to create a sequence diagram that would represent their own personal experience with data management. They were asked to include all relevant details such as the type of data being managed, the tools used, and any challenges they faced during the process. The students created a sequence diagram that showed the interaction between their personal data and various software applications. The diagram depicted the flow of data from one application to another, highlighting the connections between different components. The diagram also included a description of the challenges they encountered while managing their personal data..

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The Student trains the CNN model and assesses performance metrics Sequence Diagrams.

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Check Ripeness Using Model and See Result Sequence Diagrams.

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Logical Model/Class Diagram.

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Entity - Relationship Diagram.

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Database Diagram.

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User Interfaces Login page.

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User Interfaces Home page.

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User Interfaces Ripeness detection page.

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User Interfaces Ripeness detection page (after upload image).

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User Interfaces PERFORMANCE EVALUATION.

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Tools ◼ Languages: Python ◼ Database tool: MySQL ◼ IDE: visual Studio code ◼ Other tools: MS Office (Word, Visio PowerPoint, MS project).