AI in Pest Management Quiz

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Questions and Answers

What is the purpose of the CottonAce app?

To provide weather forecasts to farmers

To aid farmers in protecting their crops from pests (correct)

To help farmers water their crops

To sell pesticides to farmers

What stage of the pest management system involves testing multiple models to choose the most efficient one?

Deployment

Modelling

Implementation

Evaluation (correct)

What is the first step in using the CottonAce app?

Set up a trap to capture pests (correct)

Upload a picture of the pests on the app

Seek professional help

Determine the correct amount of pesticides

What is the outcome of the Modelling stage?

The model is selected and implemented Signup and view all the answers

What feature of the CottonAce app helps farmers know the right time to spray pesticides?

Pest infestation prediction Signup and view all the answers

What is the final stage of the pest management system?

Deployment Signup and view all the answers

What is the purpose of the trap in the CottonAce app?

To capture pests for identification Signup and view all the answers

What is the outcome of the initial testing of the model?

The results were 70% correct Signup and view all the answers

What is the purpose of the Problem Statement Template?

To summarise all the key points of a problem into one template Signup and view all the answers

What is the 'Who' section in the Problem Statement Template used for?

To identify the stakeholders of a problem Signup and view all the answers

In the Pest Management case study, what is the problem that farmers have?

Crops are getting infected with pest - Pink Ballworm Signup and view all the answers

What is the 'Why' section in the Problem Statement Template used for?

To outline the benefit of the ideal solution Signup and view all the answers

What is the benefit of the ideal solution in the Pest Management case study?

To increase the production and profit share of farmers Signup and view all the answers

What is the purpose of the 4W canvas in problem identification?

To identify the stakeholders, context, and benefits of a problem Signup and view all the answers

What does the 'Where' section in the Problem Statement Template refer to?

The context or situation of the problem Signup and view all the answers

What is the relationship between the 4W canvas and the Problem Statement Template?

The Problem Statement Template is used to summarize the 4W canvas Signup and view all the answers

What happens to the system outcome if there is a change in one of the system elements?

The system outcome changes Signup and view all the answers

What is the purpose of the arrows in a System Map?

To depict the cause and effect relationship between elements Signup and view all the answers

What does a '+' sign in a System Map indicate?

Direct relationship between elements Signup and view all the answers

What is an example of a system element in the Water Cycle?

Clouds Signup and view all the answers

Why does a high salary increment today affect the predicted future salary?

Because it indicates a higher future salary Signup and view all the answers

What is the purpose of a System Map?

To understand the relationships between system elements Signup and view all the answers

What would happen to Y if X increases and they have an inverse relationship?

Y would decrease Signup and view all the answers

What is the concept of the Water Cycle?

How water completes its cycle transforming from one form to another Signup and view all the answers

What is the main difference between the Rule-Based and Learning-Based approaches?

The ability to adapt to changes in the data Signup and view all the answers

What is the primary goal of the Rule-Based approach?

To develop a model that can predict outcomes based on predefined rules Signup and view all the answers

What happens to the Learning-Based model when new data is introduced?

It adapts and modifies itself to handle exceptions Signup and view all the answers

What is the main advantage of the Learning-Based approach?

It can adapt to changes in the data Signup and view all the answers

What is the purpose of labelling images in the Learning-Based approach?

To enable the model to distinguish between different features Signup and view all the answers

What happens during the testing stage of the Learning-Based approach?

The model is tested with new, unseen data Signup and view all the answers

What is a characteristic of the Rule-Based approach?

It is static and does not change once trained Signup and view all the answers

What is the primary focus of the Learning-Based approach?

To develop a model that can adapt to changes in the data Signup and view all the answers

What is the main goal of presenting an ethical scenario in a learning environment?

To encourage learners to think critically about a situation and make a difficult decision Signup and view all the answers

What is the benefit of discussing different responses to an ethical scenario from various learners?

To understand the different perspectives and thought processes behind each response Signup and view all the answers

What type of question is 'Is it OK to lie?'?

Moral question Signup and view all the answers

What is the purpose of asking learners to imagine themselves in an ethical scenario?

To prepare them for a real-life situation Signup and view all the answers

Why might it be challenging for an AI tool to make decisions in ethical scenarios?

Because ethical scenarios involve complex human values and emotions Signup and view all the answers

What is an example of an ethical question?

If a shopkeeper gives me back more money than what is due, is it better to return it? Signup and view all the answers

Why is it important to discuss the advantages and disadvantages of using an AI tool?

To understand the potential benefits and drawbacks of using AI tools Signup and view all the answers

What is the purpose of watching reference videos on ethical scenarios?

To provide additional context and examples of ethical scenarios Signup and view all the answers

Study Notes

AI-Enabled Pest Management System

The system uses Computer Vision to recognize pests and provide recommendations to farmers.
The system involves three stages: Modelling, Evaluation, and Deployment.
In the Modelling stage, AI algorithms are selected and implemented to identify pests.
In the Evaluation stage, the models are tested to evaluate their efficiency and reliability.
In the Deployment stage, the chosen model is deployed on farmers' mobile phones.

CottonAce App

CottonAce is a mobile application that helps farmers protect their crops from pests.
It uses AI to warn farmers about possible pest infestations.
It aids farmers in determining the correct amount of pesticides, knowing the right time to spray pesticides, and seeking professional help as needed.

Problem Statement Template

A template that summarizes key points of a problem statement, including stakeholders, issue, context, and benefit of the solution.
Used to create a problem statement for the pest management case study.

AI Project Cycle

Involves stages such as Modelling, Evaluation, and Deployment.
Modelling involves implementing AI algorithms to identify pests.
Evaluation involves testing models to evaluate their efficiency and reliability.
Deployment involves deploying the chosen model on farmers' mobile phones.

System Map

A visual representation of a system, showing cause-and-effect relationships between elements.
Elements are represented in circles, with arrows showing the direction of the effect and signs (+ or -) showing the relationship between elements.

AI Approaches

Rule-Based Approach: involves feeding data and rules to the machine, which then predicts answers based on the training data.
Learning-Based Approach: involves training the machine on data, which then designs a model that adapts to changes in the data.

Ethical Scenarios

Imaginary scenarios used to discuss ethical dilemmas, such as whether to serve a burger that has been dropped on the floor or to return extra change given by a shopkeeper.
Used to explore moral and ethical questions, such as whether it is okay to lie or steal in certain circumstances.

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Description

Test your knowledge on AI-enabled pest management systems, including stages of modeling, evaluation, and deployment, designed to help farmers recognize pests and provide recommendations.