The approaches to maximizing deep learning possibilities and abilities
There are several approaches to how we can apply deep learning to various industries. While it is true that an approach could be different depending on the task or purpose, we can briefly categorize the approaches in the following three ways:
- Field-oriented approach: This utilizes deep learning algorithms or models that are already thoroughly researched and can lead to great performance
- Breakdown-oriented approach: This replaces the problems to be solved that deep learning can apparently be applied to with a different problem where deep learning can be well adopted
- Output-oriented approach: This explores new ways of how we express the output with deep learning
These approaches ...