What were the challenges you faced?
Students may face several challenges during the project. Common challenges include: finding clear and varied images for training data, organizing images into proper categories and sub-categories, getting the AI model to recognize images correctly (requiring multiple rounds of retraining), obtaining permission to take photographs in certain locations, managing time effectively across different project activities, understanding how to use new AI tools and software, dealing with technical issues like internet connectivity or device compatibility, and creating effective prompts for AI story generation. The chapter addresses these by providing step-by-step guidance and suggesting ways to improve model accuracy through additional training data.
Explanation
The chapter anticipates challenges and provides solutions, such as adding more images when the model makes errors and retraining to improve accuracy. Students are encouraged to reflect on difficulties they encountered.