Following this template, write the “Ethics” section for a fictional design brief
🎥 Monitor student attention in class using Computer Vision
Automatically analyze video feeds to monitor which students are the most attentive and/or which teachers are the most interesting (in a classroom or during an online class)
Computer Vision is a subfield of Artificial Intelligence that focuses on creating programs that can understand the content of an image
Feel free to modify the template as long as your work contains the following sections:Bias: How to make sure our model is not biased?
Overfitting: How to make sure our model will not overfit?
Misuse: What are the possible misuses of this application?
Data leakage: Can we open source our model and dataset? Are there any sensitive data in the training dataset?
Hacking: What would happen if someone found a way to trick the model?
Bias (6 pts)
Any major bias was identified especially any gender, racial or age biais (3pts)
Correct solutions were suggested (3pts)
Overfitting (2 pts)
Good understanding of what is overfitting and the basics steps to follow to avoid it
Misuse (4 pts)
At least one possible misuse was identified and correctly described
Data Leakage (4 pts)
The choice between open or close source is coherent and well explained
The possible threats if a data leakage occurs are correctly identified
Hacking (4 pts)
At least one possible consequence of hacking was identified and correctly described