Multi-Modal Prediction

Multi-Modal learning is about gathering and integrating information of different modalities of data like tabular, text, image & video. There are many increasing industrial applications specially in e-commerce and energy sector where the only solution towards solving the business problem is multi-modal prediction, and hence the need to implement the same in the best way possible is ever emerging. The current scope will be tabular, text & image-based execution with comprehensive methodology explanation. There are two primary challenges, first how to interpret text and image such that our model can learn from the changes and predict successfully. Second how to consider and connect information from different modalities.