Fast R-CNN Faster R-CNN The Base Network Anchors Region Proposal Network (RPN) Training the RPN Region of Interest (ROI) Pooling Region-Based Convolutional Neural Network The Complete Training Pipeline Summary Citation Information Faster R-CNNs Deep learning has impacted almost every facet of...
More recently, Vision Transformers (ViT) from 2020, a completely novel neural network architecture containing no convolutional filters, has shown to be on par and even surpass convolutional neural networks in various image-processing tasks, including image classification.
Multimodal Sentiment Analysis (MSA) has recently become a centric research direction for many real-world applications. This proliferation is due to the fact that opinions are central to almost all human activities and are key influencers of our behaviors. In addition, the recent deployment of Deep Learning-based (DL) models has proven their high efficiency for a wide range of Western languages. In contrast, Arabic DL-based multimodal sentiment analysis (MSA) is still in its infantile stage due, mainly, to the lack of standard datasets.