Shypd.aiThe largest open index of AI toolsMultimodal-deep-learning is an Open Source & Models tool that provides various deep learning models for multimodal representation learning and fusion. It supports tasks like multimodal sentiment analysis with models such as Multimodal-Infomax and MISA.
Trending
About
Multimodal-deep-learning is a comprehensive repository offering a collection of deep learning-based models designed to tackle various multimodal problems. It focuses on multimodal representation learning and multimodal fusion for downstream tasks, prominently featuring multimodal sentiment analysis. The repository includes implementations of several advanced models like Multimodal-Infomax (MMIM), MISA, and BBFN, each with specific architectures and methodologies for integrating different data modalities. It also provides access to datasets such as MELD, MUStARD, and M2H2, and includes detailed instructions for environment setup, data download, and model training. This resource is particularly valuable for researchers and developers working on complex multimodal AI applications.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
