Final answer:
Deep learning can be used to prevent the buildup of dirt and grime on the grill of a bulb by training neural networks to detect dirt and activate cleaning mechanisms.
Step-by-step explanation:
Deep learning is a subset of machine learning that involves training neural networks to learn from large amounts of data. It can be used to prevent the buildup of dirt and grime on the grill of a bulb.
By using deep learning algorithms, the grill can be designed to self-clean or activate a cleaning mechanism when it detects dirt or debris. The neural network can be trained on images of clean and dirty grills to accurately identify when cleaning is needed.
This technology can be applied in various fields where the prevention of buildup is important, such as in industrial settings, outdoor grills, or even in household appliances.