Paras Chopra, managed to perform the following tasks with just one single model:
- Image caption generator: given an image, generate a caption for it
- Similar words generator: given a word, find other words similar to it
- Visually similar image search: given an image, find the most similar images to it
- Search by describing the content of images: search an image that has contents as described by a textual description
I believe there is potential in multi-use networks especially if the model training is computationally expensive. Read more:
Repo