Prompt Title: UAutomated invigilation system for detection of suspicious activity during examination

Sure, I'd be happy to assist you with your project on an automated invigilation system for detecting suspicious activity during examinations. Here are some steps that can be involved in building such a system:

1. Define the system requirements: You'll need to identify the features and functionality required to meet the system objectives. This includes things like the types of activities that need to be monitored, the types of alerts that need to be generated, and the types of reports that need to be generated.

2. Identify the technologies to be used: There are various technologies that can be used to build an invigilation system, such as machine learning, computer vision, and speech recognition. You'll need to decide which technologies to use based on your requirements.

3. Collect training data: Machine learning algorithms require large amounts of training data to learn from. You'll need to collect data that represents the types of activities that need to be monitored during the examination.

4. Train the machine learning algorithms: Once you have collected the training data, you can use it to train your machine learning algorithms. This will involve selecting appropriate features and labels, and training the algorithms using supervised learning techniques.

5. Develop the monitoring system: Once the algorithms are trained, you can develop the monitoring system that will be used to detect suspicious activity during the examination. This may involve integrating various technologies such as computer vision and speech recognition.

6. Test and refine the system: Once the monitoring system is developed, you'll need to test it to ensure it works as intended. You'll also need to refine the system based on the feedback received during testing.

These are some of the basic steps involved in building an automated invigilation system for detecting suspicious activity during examinations. If you have any specific questions or need more guidance, please feel free to ask.