We will now discuss our approach toward building an automated image captioning system. As I mentioned previously, our approach will be leveraging a deep neural network-based approach coupled with transfer learning toward image captioning. This is inspired from the popular paper, Show and Tell: A Neural Image Caption Generator, Oriol Vinyals et al., 2015 (https://arxiv.org/abs/1411.4555). We will be talking about a conceptual overview of our approach followed by translating it to a practical approach that will be used to build our automated image captioning system. Let's get started!
Approach to automated image captioning
Conceptual approach
A successful image captioning system needs a way to translate a given image into...
